{"id":1185495,"date":"2026-09-15T08:51:46","date_gmt":"2026-09-15T15:51:46","guid":{"rendered":""},"modified":"2026-09-15T16:32:08","modified_gmt":"2026-09-15T23:32:08","slug":"mathematical-foundations-of-ai-workshop","status":"publish","type":"msr-event","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/mathematical-foundations-of-ai-workshop\/","title":{"rendered":"Mathematical foundations of AI workshop"},"content":{"rendered":"\n\n\n\n\n<p class=\"wp-block-paragraph\">The <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/theme\/machine-intelligence\/\" data-type=\"msr-group\" data-id=\"1142643\">Microsoft Research Cambridge Machine Intelligence&nbsp;team<\/a>&nbsp;invites you to join the&nbsp;workshop on the mathematical foundations of AI,&nbsp;bringing together researchers from academia and industry to explore emerging directions and open challenges. As AI systems&nbsp;continue to advance, understanding the underlying mathematical principles will be essential to shaping future progress.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The workshop will feature research talks, tutorials,&nbsp;student&nbsp;poster sessions, and open discussions, creating opportunities to exchange ideas, share perspectives, and engage with key questions at the foundations of AI. Areas of interest include\u202fmachine learning theory, optimization, stochastic processes,\u202fand related topics.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/forms.cloud.microsoft\/pages\/responsepage.aspx?id=v4j5cvGGr0GRqy180BHbR6LYSjTxvS1Cg2R2tQ7ing5UMklGOFNVQTFFUEdCN1BRWFRJUzVKTVEyVy4u&route=shorturl\" target=\"_blank\" rel=\"noreferrer noopener\">Register for workshop<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"speakers\" class=\"wp-block-heading\">Speakers<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient.jpg\" alt=\"Esmeralda Whitammer\" class=\"wp-image-1186258\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient.jpg 500w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient-360x360.jpg 360w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/whitammer.github.io\/\" data-type=\"link\" data-id=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Esmeralda S. Whitammer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Chancellor&#8217;s Fellow, University of Edinburgh<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"361\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient.jpg\" alt=\"Paul Fearnhead\" class=\"wp-image-1186259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient.jpg 361w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient-180x180.jpg 180w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\"noopener noreferrer\">Paul Fearnhead<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Professor, Lancaster University<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"250\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Varun-Kanade-gradient.jpg\" alt=\"Varun Kanade\" class=\"wp-image-1186261\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Varun-Kanade-gradient.jpg 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Varun-Kanade-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Varun-Kanade-gradient-180x180.jpg 180w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" data-type=\"link\" data-id=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\"noopener noreferrer\">Varun Kanade<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Professor, University of Oxford<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient.jpg\" alt=\"Sushrut Karmalkar\" class=\"wp-image-1186255\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient.jpg 500w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient-360x360.jpg 360w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"person\" data-id=\"43674\">Sushrut Karmalkar<\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient.jpg\" alt=\"Rachel Lawrence\" class=\"wp-image-1186252\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient.jpg 500w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient-360x360.jpg 360w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\" data-type=\"person\" data-id=\"44130\">Rachel Lawrence<\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"290\" height=\"290\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Christopher-Nemeth-gradient.jpg\" alt=\"Christopher Nemeth\" class=\"wp-image-1186262\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Christopher-Nemeth-gradient.jpg 290w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Christopher-Nemeth-gradient-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Christopher-Nemeth-gradient-180x180.jpg 180w\" sizes=\"auto, (max-width: 290px) 100vw, 290px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"james-hensman\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\"noopener noreferrer\">Chris Nemeth<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Professor, Lancaster University<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 id=\"workshop-organizers\" class=\"wp-block-heading\">Workshop organizers<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\"><img loading=\"lazy\" decoding=\"async\" width=\"455\" height=\"455\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman.jpg\" alt=\"James Hensman\" class=\"wp-image-1185498\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman.jpg 455w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman-360x360.jpg 360w\" sizes=\"auto, (max-width: 455px) 100vw, 455px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"james-hensman\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\" data-type=\"person\" data-id=\"43404\">James Hensman<\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Senior Principal Researcher, Microsoft Research Cambridge<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"672\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited.png\" alt=\"Teodora Pandeva\" class=\"wp-image-1185500\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited.png 672w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited-360x360.png 360w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" data-type=\"link\" data-id=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\"noopener noreferrer\">Teodora Pandeva<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"360\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360.jpg\" alt=\"Emily Maryatt\" class=\"wp-image-934950\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360.jpg 360w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360-180x180.jpg 180w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\">Emily Maryatt<\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Senior Community Engagement PM, Microsoft Research Cambridge<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"emily-maryatt\"><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:16.67%\"><\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 id=\"microsoft-s-event-code-of-conduct\" class=\"wp-block-heading\">Microsoft\u2019s Event Code of Conduct<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes virtual events Microsoft hosts and&nbsp;participates&nbsp;in, where we&nbsp;seek&nbsp;to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/legal\/compliance\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or Standards of Business Conduct<\/a>. In short, the entire experience must meet our&nbsp;culture&nbsp;standards. We encourage everyone to&nbsp;assist&nbsp;in creating a welcoming and safe environment. Please&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\" target=\"_blank\" rel=\"noopener noreferrer\">report<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;any concerns, harassing behavior, or suspicious or disruptive activity. Microsoft reserves the right to ask attendees to leave at any time at its sole discretion.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\" target=\"_blank\" rel=\"noreferrer noopener\">Report a concern<\/a><\/div>\n<\/div>\n\n\n\n\n\n<style>\n.agenda-wrap {\n  font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Arial, sans-serif;\n  max-width: 900px;\n  margin: 0 auto;\n  color: #1a1a1a;\n  background: #ffffff;\n}\n.agenda-header {\n  margin: 0 0 20px 0;\n  padding-bottom: 12px;\n  border-bottom: 2px solid #1a1a1a;\n}\n.agenda-header h3 {\n  font-size: 24px;\n  font-weight: 700;\n  margin: 0 0 4px 0;\n}\n.agenda-header .agenda-timezone {\n  font-size: 14px;\n  color: #555;\n  margin: 0;\n}\n.agenda-item {\n  display: flex;\n  flex-wrap: wrap;\n  padding: 28px 0;\n  border-bottom: 1px solid #e0e0e0;\n}\n.agenda-item:last-child {\n  border-bottom: none;\n}\n.agenda-item:nth-child(even) {\n  background: #fafafa;\n}\n.agenda-time {\n  flex: 0 0 220px;\n  font-weight: 700;\n  font-size: 16px;\n  padding-right: 20px;\n}\n.agenda-content {\n  flex: 1 1 400px;\n}\n.agenda-title {\n  font-weight: 700;\n  font-size: 20px;\n  margin: 0 0 8px 0;\n}\n.agenda-desc {\n  font-size: 16px;\n  line-height: 1.5;\n  margin: 0;\n  color: #333;\n}\n.agenda-desc:empty {\n  display: none;\n}\n.agenda-desc a {\n  color: #1a1a1a;\n  font-weight: 600;\n  text-decoration: none;\n  border-bottom: 1px solid #999;\n}\n.agenda-desc a:hover {\n  border-bottom-color: #1a1a1a;\n}\n.agenda-item.is-break .agenda-title {\n  font-weight: 600;\n  font-size: 18px;\n  color: #666;\n}\n.agenda-item.is-break {\n  padding: 16px 0;\n}\n@media (max-width: 600px) {\n  .agenda-time {\n    flex: 0 0 100%;\n    margin-bottom: 8px;\n  }\n}\n<\/style>\n\n<div class=\"agenda-wrap\">\n\n<div class=\"agenda-header\">\n  <h3>October 23, 2026<\/h3>\n  <p class=\"agenda-timezone\"><i>All times are in BST (UTC +1)<\/i><\/p>\n<\/div>\n\n  <div class=\"agenda-item\">\n    <div class=\"agenda-time\">9:30 \u2013 10:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Arrival and light breakfast<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">10:00 \u2013 10:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Welcome remarks<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\" data-type=\"person\" data-id=\"43404\">James Hensman<\/a>, Senior Principal Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">10:15 \u2013 11:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Keynote<\/p>\n      <p class=\"agenda-desc\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/whitammer.github.io\/\" data-type=\"link\" data-id=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Esmeralda S. Whitammer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Edinburgh<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item is-break\">\n    <div class=\"agenda-time\">11:15 \u2013 11:30<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tea break<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">11:30 \u2013 12:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 1 | Feature learning and implicit regularization<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"person\" data-id=\"43674\">Sushrut Karmalkar<\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">12:00 \u2013 12:30<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Poster lightning talks<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">12:30 \u2013 14:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Lunch + Posters<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">14:00 \u2013 15:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tutorial<\/p>\n      <p class=\"agenda-desc\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\"noopener noreferrer\">Paul Fearnhead<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Lancaster University<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item is-break\">\n    <div class=\"agenda-time\">15:00 \u2013 15:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tea break<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">15:15 \u2013 15:45<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 2<\/p>\n      <p class=\"agenda-desc\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\"noopener noreferrer\">Chris Nemeth<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Lancaster University<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">15:45 \u2013 16:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 3<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\" data-type=\"person\" data-id=\"44130\">Rachel Lawrence<\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">16:15 \u2013 16:45<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 4<\/p>\n      <p class=\"agenda-desc\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" data-type=\"link\" data-id=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\"noopener noreferrer\">Varun Kanade<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Oxford<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">16:45 \u2013 17:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Closing statements<\/p>\n      <p class=\"agenda-desc\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" data-type=\"link\" data-id=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\"noopener noreferrer\">Teodora Pandeva<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">17:00 \u2013 19:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Networking reception + Mentorship sessions<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n  <\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Details coming soon&#8230;<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/aliciacurth.github.io\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth.jpg\" alt=\"Alicia Curth\" class=\"wp-image-1186224\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth.jpg 500w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth-360x360.jpg 360w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><\/figure>\n\n\n\n<h3 id=\"alicia-curth\" class=\"wp-block-heading\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aliciacurth.github.io\/\" data-type=\"link\" data-id=\"https:\/\/aliciacurth.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Alicia Curth<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Researcher<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I am a Senior Researcher currently working on monitoring and control in the context of large language models. My previous research has spanned statistical guarantees for LLMs, deep learning phenomena such as benign overfitting and double descent, and methods for estimating personalized treatment effects. More broadly, I am interested in how statistical principles can help us better understand, evaluate, and improve modern machine learning systems.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/wenbogong.ai\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"358\" height=\"357\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1.jpg\" alt=\"Wenbo Gong\" class=\"wp-image-963126\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1.jpg 358w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1-181x180.jpg 181w\" sizes=\"auto, (max-width: 358px) 100vw, 358px\" \/><\/a><\/figure>\n\n\n\n<h3 id=\"wenbo-gong\" class=\"wp-block-heading\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/wenbogong.ai\/\" data-type=\"link\" data-id=\"https:\/\/wenbogong.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Wenbo Gong<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Researcher<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I&#8217;m a Senior Researcher at Microsoft Research Cambridge, working on optimization, learning dynamics and efficient training of large-scale foundation models. His research focuses on developing new optimization algorithms and training methods that improve the efficiency, stability, and capability of foundation models, spanning both pre-training and reinforcement learning post-training. He has worked on topics including efficient optimizers, causal machine learning, and efficient learning systems. More recently, his work has focused on efficient training algorithms for reasoning and agentic AI systems.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\"><img loading=\"lazy\" decoding=\"async\" width=\"752\" height=\"752\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit.jpg\" alt=\"Sushrut Karmalkar\" class=\"wp-image-1185516\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit.jpg 752w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit-360x360.jpg 360w\" sizes=\"auto, (max-width: 752px) 100vw, 752px\" \/><\/a><\/figure>\n\n\n\n<h3 id=\"shushrut-karmalkar\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"link\" data-id=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\">Shushrut Karmalkar<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Researcher<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I am a Senior Researcher at Microsoft Research Cambridge, specializing in machine learning theory, statistics, and robust algorithms. My current research focuses on the theoretical foundations of transformer architectures, mechanistic interpretability, and masked diffusion models. I received my Ph.D. in Computer Science from UT Austin and completed a postdoctoral fellowship at UW-Madison.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png\" alt=\"Profile Avatar\" class=\"wp-image-1106259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png 200w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default-180x180.png 180w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h3 id=\"teodora-pandeva\" class=\"wp-block-heading\">Teodora Pandeva<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Researcher<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I am a Senior Researcher at Microsoft Research Cambridge, where I began as a resident in the Machine Intelligence group working on diffusion models for text generation. My current research focuses on understanding and improving LLM-based systems for automating scientific discovery. Before joining Microsoft, my research was focused on the intersection of causal inference and AI for Science.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-large is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-1024x1024.jpg\" alt=\"Niranjani Prasad\" class=\"wp-image-695847\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-1024x1024.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-768x768.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-1536x1536.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-2048x2048.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-180x180.jpg 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-360x360.jpg 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h3 id=\"niranjani-prasad\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\" data-type=\"link\" data-id=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\">Niranjani Prasad<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Principal Research Manager<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I am a Senior Researcher in Machine Intelligence at Microsoft Research based in Cambridge (UK). My current research focuses on principled approaches to understanding and advancing reliable reasoning in generative AI, drawing from reinforcement learning, causal inference and neuro-symbolic frameworks.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jwinn\/\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"360\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John.png\" alt=\"John Winn\" class=\"wp-image-1186185\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John.png 360w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John-180x180.png 180w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><\/figure>\n\n\n\n<h3 id=\"john-winn\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jwinn\/\">John Winn<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Principal Researcher<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I have been a machine learning researcher at Microsoft Research for twenty-plus years, with a focus on modelling and probabilistic methods in domains ranging from computer vision to computational biology. My current focus is on improving information retrieval and memory in LLMs for agentic computing applications.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png\" alt=\"Profile Avatar\" class=\"wp-image-1106259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png 200w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default-180x180.png 180w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h3 id=\"javier-zazo\" class=\"wp-block-heading\">Javier Zazo<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Senior Researcher<\/em><\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Details coming soon&#8230;<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<h2 id=\"getting-to-21-station-road-cambridge\" class=\"wp-block-heading\">Getting to 21 Station Road, Cambridge<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1036\" height=\"661\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge.png\" alt=\"Map of Microsoft Research Cambridge\" class=\"wp-image-1161748\" style=\"aspect-ratio:1.5673578824267662;width:569px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge.png 1036w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge-300x191.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge-1024x653.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge-768x490.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge-240x153.png 240w\" sizes=\"auto, (max-width: 1036px) 100vw, 1036px\" \/><figcaption class=\"wp-element-caption\"><a href=\"http:\/\/www.bing.com\/mapspreview?where1=Microsoft%20Research%20Ltd%2021%20Station%20Road%20Cambridge%20%20United%20Kingdom%20CB1%202FB\" target=\"_blank\" rel=\"noreferrer noopener\">View map<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n\n\n<h3 id=\"by-train\" class=\"wp-block-heading\">By train<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cambridge Train Station is the closest stop to the venue\u2014only 200 yards away. Simply exit the station, walk straight onto Station Road, and you\u2019ll reach the building in under 3 minutes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Regular services run from:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>London King\u2019s Cross (approx. 50 minutes)<\/li>\n\n\n\n<li>Other regional stations via Greater Anglia, Great Northern, Thameslink, and CrossCountry services.<\/li>\n<\/ul>\n\n\n\n\n\n<h3 id=\"by-bus\" class=\"wp-block-heading\">By bus<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cambridge Station is a major bus hub with frequent routes stopping directly outside the station. From there, it\u2019s a short walk to the venue.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Local routes include the Citi 1, Citi 3, Citi 7, and several Guided Busway services connecting areas like Huntingdon, St Ives, Trumpington, and Cambridge Science Park. <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/assets.nationalrail.co.uk\/e8xgegruud3g\/cbgOnwardTravelMap\/f8c92399693091a6617b246dfdd5e2c5\/CBG.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Cambridge Station Travel Information<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For real\u2011time bus planning, see the Cambridge public transport network, which includes 179 bus and rail routes operated by multiple providers<\/p>\n\n\n\n\n\n<h3 id=\"by-car\" class=\"wp-block-heading\">By car<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Please note: There is no visitor parking available on\u2011site at 21 Station Road.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, convenient alternatives include:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Trumpington Park & Ride (Recommended for Drivers)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Just off the M11<\/li>\n\n\n\n<li>Buses depart every ~15 minutes and reach Cambridge Station in about 15 minutes, depending on traffic.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Cambridge Station Car Park (Closest Paid Option)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Located directly on Station Road near the railway station.<\/li>\n\n\n\n<li>Open 24\/7 and operated by NCP.<\/li>\n<\/ul>\n\n\n<\/div>\n<\/div>\n\n\n\n<h3 id=\"cambridge-taxis\" class=\"wp-block-heading\">Cambridge Taxis<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"cab-co-01223-313-131\"><strong>Cambridge City Taxis<\/strong> 01223 832 832<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"cab-co-01223-313-131\"><strong>Camcab<\/strong> 01223 704 704 A1<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"cab-co-01223-313-131\"><strong>Cab Co<\/strong> 01223 313 131<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>The\u00a0workshop on the mathematical foundations of AI,\u00a0hosted by Microsoft Research Cambridge, brings together researchers from academia and industry to explore emerging directions and open challenges.<\/p>\n","protected":false},"featured_media":1185929,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2026-10-23","msr_enddate":"2026-10-23","msr_location":"21 Station Road, Cambridge, CB1 2FB","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"","msr_event_link_redirect":false,"msr_event_time":"09:30 - 19:00 BST","msr_hide_region":false,"msr_private_event":false,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13556,13546],"msr-region":[239178],"msr-event-type":[197944],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[],"class_list":["post-1185495","msr-event","type-msr-event","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-computational-sciences-mathematics","msr-region-europe","msr-event-type-hosted-by-microsoft","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"Mathematical foundations of AI workshop\",\"subTitle\":\"Hosted by Microsoft Research Cambridge\",\"image\":{\"id\":1185929,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720.png\",\"alt\":\"Mathematical foundations of AI workshop banner\"}} \/-->\n\n<!-- wp:msr\/content-tabs -->\n<!-- wp:msr\/content-tab -->\n<!-- wp:paragraph -->\n<p>The <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/theme\/machine-intelligence\/\" data-type=\"msr-group\" data-id=\"1142643\">Microsoft Research Cambridge Machine Intelligence&nbsp;team<\/a>&nbsp;invites you to join the&nbsp;workshop on the mathematical foundations of AI,&nbsp;bringing together researchers from academia and industry to explore emerging directions and open challenges. As AI systems&nbsp;continue to advance, understanding the underlying mathematical principles will be essential to shaping future progress.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The workshop will feature research talks, tutorials,&nbsp;student&nbsp;poster sessions, and open discussions, creating opportunities to exchange ideas, share perspectives, and engage with key questions at the foundations of AI. Areas of interest include\u202fmachine learning theory, optimization, stochastic processes,\u202fand related topics.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button {\"className\":\"is-style-fill\"} -->\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/forms.cloud.microsoft\/pages\/responsepage.aspx?id=v4j5cvGGr0GRqy180BHbR6LYSjTxvS1Cg2R2tQ7ing5UMklGOFNVQTFFUEdCN1BRWFRJUzVKTVEyVy4u&amp;route=shorturl\" target=\"_blank\" rel=\"noreferrer noopener\">Register for workshop<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"anchor\":\"speakers\"} -->\n<h2 id=\"speakers\" class=\"wp-block-heading\">Speakers<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186258,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/esmeralda-whitammer-gradient.jpg\" alt=\"Esmeralda Whitammer\" class=\"wp-image-1186258\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"sushrut-karmalkar\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a href=\"https:\/\/whitammer.github.io\/\" data-type=\"link\" data-id=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Esmeralda S. Whitammer<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Chancellor's Fellow, University of Edinburgh<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186259,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Paul-Fearnhead-gradient.jpg\" alt=\"Paul Fearnhead\" class=\"wp-image-1186259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"ted-meeds\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\"noreferrer noopener\">Paul Fearnhead<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Professor, Lancaster University<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186261,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Varun-Kanade-gradient.jpg\" alt=\"Varun Kanade\" class=\"wp-image-1186261\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"ted-meeds\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" data-type=\"link\" data-id=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\"noreferrer noopener\">Varun Kanade<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Professor, University of Oxford<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186255,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-gradient.jpg\" alt=\"Sushrut Karmalkar\" class=\"wp-image-1186255\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"sushrut-karmalkar\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"person\" data-id=\"43674\">Sushrut Karmalkar<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186252,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Rachel-Lawrence-gradient.jpg\" alt=\"Rachel Lawrence\" class=\"wp-image-1186252\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"sushrut-karmalkar\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"sushrut-karmalkar\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\" data-type=\"person\" data-id=\"44130\">Rachel Lawrence<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186262,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Christopher-Nemeth-gradient.jpg\" alt=\"Christopher Nemeth\" class=\"wp-image-1186262\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"james-hensman\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"james-hensman\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\"noreferrer noopener\">Chris Nemeth<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Professor, Lancaster University<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:heading {\"anchor\":\"workshop-organizers\"} -->\n<h2 id=\"workshop-organizers\" class=\"wp-block-heading\">Workshop organizers<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1185498,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/James-Hensman.jpg\" alt=\"James Hensman\" class=\"wp-image-1185498\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"james-hensman\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"james-hensman\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\" data-type=\"person\" data-id=\"43404\">James Hensman<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Senior Principal Researcher, Microsoft Research Cambridge<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1185500,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><a href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Teodora-Pandeva-edited.png\" alt=\"Teodora Pandeva\" class=\"wp-image-1185500\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"ted-meeds\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><a href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" data-type=\"link\" data-id=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\"noreferrer noopener\">Teodora Pandeva<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Senior Researcher, Microsoft Research Cambridge<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":934950,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"center\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/04\/Emily-Maryatt_360x360.jpg\" alt=\"Emily Maryatt\" class=\"wp-image-934950\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"ted-meeds\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\">Emily Maryatt<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\">Senior Community Engagement PM, Microsoft Research Cambridge<\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"ted-meeds\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"ted-meeds\"><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\"><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><!-- wp:spacer {\"height\":\"10px\"} -->\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"level\":3,\"className\":\"h5\",\"style\":{\"typography\":{\"textAlign\":\"center\"}},\"anchor\":\"emily-maryatt\"} -->\n<h3 class=\"wp-block-heading has-text-align-center h5\" id=\"emily-maryatt\"><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"textAlign\":\"center\"}}} -->\n<p class=\"has-text-align-center\"><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"16.67%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:16.67%\"><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"microsoft-s-event-code-of-conduct\"} -->\n<h3 id=\"microsoft-s-event-code-of-conduct\" class=\"wp-block-heading\">Microsoft\u2019s Event Code of Conduct<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes virtual events Microsoft hosts and&nbsp;participates&nbsp;in, where we&nbsp;seek&nbsp;to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/legal\/compliance\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or Standards of Business Conduct<\/a>. In short, the entire experience must meet our&nbsp;culture&nbsp;standards. We encourage everyone to&nbsp;assist&nbsp;in creating a welcoming and safe environment. Please&nbsp;<a href=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\" target=\"_blank\" rel=\"noreferrer noopener\">report<\/a>&nbsp;any concerns, harassing behavior, or suspicious or disruptive activity. Microsoft reserves the right to ask attendees to leave at any time at its sole discretion.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button {\"className\":\"is-style-outline\"} -->\n<div class=\"wp-block-button is-style-outline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/app.convercent.com\/en-us\/Anonymous\/IssueIntake\/LandingPage\/65d3b907-0933-e611-8105-000d3ab03673\" target=\"_blank\" rel=\"noreferrer noopener\">Report a concern<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Agenda\"} -->\n<!-- wp:html -->\n<style>\n.agenda-wrap {\n  font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Arial, sans-serif;\n  max-width: 900px;\n  margin: 0 auto;\n  color: #1a1a1a;\n  background: #ffffff;\n}\n.agenda-header {\n  margin: 0 0 20px 0;\n  padding-bottom: 12px;\n  border-bottom: 2px solid #1a1a1a;\n}\n.agenda-header h3 {\n  font-size: 24px;\n  font-weight: 700;\n  margin: 0 0 4px 0;\n}\n.agenda-header .agenda-timezone {\n  font-size: 14px;\n  color: #555;\n  margin: 0;\n}\n.agenda-item {\n  display: flex;\n  flex-wrap: wrap;\n  padding: 28px 0;\n  border-bottom: 1px solid #e0e0e0;\n}\n.agenda-item:last-child {\n  border-bottom: none;\n}\n.agenda-item:nth-child(even) {\n  background: #fafafa;\n}\n.agenda-time {\n  flex: 0 0 220px;\n  font-weight: 700;\n  font-size: 16px;\n  padding-right: 20px;\n}\n.agenda-content {\n  flex: 1 1 400px;\n}\n.agenda-title {\n  font-weight: 700;\n  font-size: 20px;\n  margin: 0 0 8px 0;\n}\n.agenda-desc {\n  font-size: 16px;\n  line-height: 1.5;\n  margin: 0;\n  color: #333;\n}\n.agenda-desc:empty {\n  display: none;\n}\n.agenda-desc a {\n  color: #1a1a1a;\n  font-weight: 600;\n  text-decoration: none;\n  border-bottom: 1px solid #999;\n}\n.agenda-desc a:hover {\n  border-bottom-color: #1a1a1a;\n}\n.agenda-item.is-break .agenda-title {\n  font-weight: 600;\n  font-size: 18px;\n  color: #666;\n}\n.agenda-item.is-break {\n  padding: 16px 0;\n}\n@media (max-width: 600px) {\n  .agenda-time {\n    flex: 0 0 100%;\n    margin-bottom: 8px;\n  }\n}\n<\/style>\n\n<div class=\"agenda-wrap\">\n\n<div class=\"agenda-header\">\n  <h3>October 23, 2026<\/h3>\n  <p class=\"agenda-timezone\"><i>All times are in BST (UTC +1)<\/i><\/p>\n<\/div>\n\n  <div class=\"agenda-item\">\n    <div class=\"agenda-time\">9:30 \u2013 10:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Arrival and light breakfast<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">10:00 \u2013 10:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Welcome remarks<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jameshensman\/\" data-type=\"person\" data-id=\"43404\">James Hensman<\/a>, Senior Principal Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">10:15 \u2013 11:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Keynote<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/whitammer.github.io\/\" data-type=\"link\" data-id=\"https:\/\/whitammer.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Esmeralda S. Whitammer<\/a>, University of Edinburgh<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item is-break\">\n    <div class=\"agenda-time\">11:15 \u2013 11:30<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tea break<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">11:30 \u2013 12:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 1 | Feature learning and implicit regularization<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"person\" data-id=\"43674\">Sushrut Karmalkar<\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">12:00 \u2013 12:30<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Poster lightning talks<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">12:30 \u2013 14:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Lunch + Posters<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">14:00 \u2013 15:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tutorial<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/paul-fearnhead\" target=\"_blank\" rel=\"noreferrer noopener\">Paul Fearnhead<\/a>, Lancaster University<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item is-break\">\n    <div class=\"agenda-time\">15:00 \u2013 15:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Tea break<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">15:15 \u2013 15:45<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 2<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" data-type=\"link\" data-id=\"https:\/\/www.lancaster.ac.uk\/maths\/people\/christopher-nemeth\" target=\"_blank\" rel=\"noreferrer noopener\">Chris Nemeth<\/a>, Lancaster University<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">15:45 \u2013 16:15<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 3<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/ralawrence\/\" data-type=\"person\" data-id=\"44130\">Rachel Lawrence<\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">16:15 \u2013 16:45<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Talk 4<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" data-type=\"link\" data-id=\"https:\/\/www.cs.ox.ac.uk\/people\/varun.kanade\/\" target=\"_blank\" rel=\"noreferrer noopener\">Varun Kanade<\/a>, University of Oxford<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">16:45 \u2013 17:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Closing statements<\/p>\n      <p class=\"agenda-desc\"><a href=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" data-type=\"link\" data-id=\"https:\/\/www.linkedin.com\/in\/teodora-pandeva-a302055a\/\" target=\"_blank\" rel=\"noreferrer noopener\">Teodora Pandeva<\/a>, Senior Researcher, Microsoft Research Cambridge<\/p>\n    <\/div>\n  <\/div>\n<div class=\"agenda-item\">\n    <div class=\"agenda-time\">17:00 \u2013 19:00<\/div>\n    <div class=\"agenda-content\">\n      <p class=\"agenda-title\">Networking reception + Mentorship sessions<\/p>\n      <p class=\"agenda-desc\"><\/p>\n    <\/div>\n  <\/div>\n  <\/div>\n<!-- \/wp:html -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Speaker bios\",\"visible\":false} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Details coming soon...<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Mentors\"} -->\n<!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186224,\"width\":\"125px\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/aliciacurth.github.io\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/alicia-curth.jpg\" alt=\"Alicia Curth\" class=\"wp-image-1186224\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"alicia-curth\"} -->\n<h3 id=\"alicia-curth\" class=\"wp-block-heading\"><a href=\"https:\/\/aliciacurth.github.io\/\" data-type=\"link\" data-id=\"https:\/\/aliciacurth.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Alicia Curth<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I am a Senior Researcher currently working on monitoring and control in the context of large language models. My previous research has spanned statistical guarantees for LLMs, deep learning phenomena such as benign overfitting and double descent, and methods for estimating personalized treatment effects. More broadly, I am interested in how statistical principles can help us better understand, evaluate, and improve modern machine learning systems.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":963126,\"width\":\"125px\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/wenbogong.ai\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/08\/28a16b7c40c9d2ce5c777822fe851756-1.jpg\" alt=\"Wenbo Gong\" class=\"wp-image-963126\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"wenbo-gong\"} -->\n<h3 id=\"wenbo-gong\" class=\"wp-block-heading\"><a href=\"https:\/\/wenbogong.ai\/\" data-type=\"link\" data-id=\"https:\/\/wenbogong.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Wenbo Gong<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I'm a Senior Researcher at Microsoft Research Cambridge, working on optimization, learning dynamics and efficient training of large-scale foundation models. His research focuses on developing new optimization algorithms and training methods that improve the efficiency, stability, and capability of foundation models, spanning both pre-training and reinforcement learning post-training. He has worked on topics including efficient optimizers, causal machine learning, and efficient learning systems. More recently, his work has focused on efficient training algorithms for reasoning and agentic AI systems.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1185516,\"width\":\"125px\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Sushrut-Karmalkar-edit.jpg\" alt=\"Sushrut Karmalkar\" class=\"wp-image-1185516\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"shushrut-karmalkar\"} -->\n<h3 id=\"shushrut-karmalkar\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\" data-type=\"link\" data-id=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/skarmalkar\/\">Shushrut Karmalkar<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I am a Senior Researcher at Microsoft Research Cambridge, specializing in machine learning theory, statistics, and robust algorithms. My current research focuses on the theoretical foundations of transformer architectures, mechanistic interpretability, and masked diffusion models. I received my Ph.D. in Computer Science from UT Austin and completed a postdoctoral fellowship at UW-Madison.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"id\":1106259,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png\" alt=\"Profile Avatar\" class=\"wp-image-1106259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"teodora-pandeva\"} -->\n<h3 id=\"teodora-pandeva\" class=\"wp-block-heading\">Teodora Pandeva<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I am a Senior Researcher at Microsoft Research Cambridge, where I began as a resident in the Machine Intelligence group working on diffusion models for text generation. My current research focuses on understanding and improving LLM-based systems for automating scientific discovery. Before joining Microsoft, my research was focused on the intersection of causal inference and AI for Science.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":695847,\"width\":\"125px\",\"sizeSlug\":\"large\",\"linkDestination\":\"custom\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-large is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/10\/profpic-3-1024x1024.jpg\" alt=\"Niranjani Prasad\" class=\"wp-image-695847\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"niranjani-prasad\"} -->\n<h3 id=\"niranjani-prasad\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\" data-type=\"link\" data-id=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/niprasa\/\">Niranjani Prasad<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Principal Research Manager<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I am a Senior Researcher in Machine Intelligence at Microsoft Research based in Cambridge (UK). My current research focuses on principled approaches to understanding and advancing reliable reasoning in generative AI, drawing from reinforcement learning, causal inference and neuro-symbolic frameworks.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":false},\"id\":1186185,\"width\":\"125px\",\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jwinn\/\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/John.png\" alt=\"John Winn\" class=\"wp-image-1186185\" style=\"box-shadow:var(--wp--preset--shadow--natural);width:125px;height:auto\"\/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"john-winn\"} -->\n<h3 id=\"john-winn\" class=\"wp-block-heading\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jwinn\/\">John Winn<\/a><\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Principal Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I have been a machine learning researcher at Microsoft Research for twenty-plus years, with a focus on modelling and probabilistic methods in domains ranging from computer vision to computational biology. My current focus is on improving information retrieval and memory in LLMs for agentic computing applications.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:separator -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:image {\"id\":1106259,\"width\":\"125px\",\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"align\":\"left\",\"className\":\"is-style-rounded\",\"style\":{\"shadow\":\"var:preset|shadow|natural\"}} -->\n<figure class=\"wp-block-image alignleft size-full is-resized is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/profile-default.png\" alt=\"Profile Avatar\" class=\"wp-image-1106259\" style=\"box-shadow:var(--wp--preset--shadow--natural);aspect-ratio:1;object-fit:cover;width:125px;height:auto\"\/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"javier-zazo\"} -->\n<h3 id=\"javier-zazo\" class=\"wp-block-heading\">Javier Zazo<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><em>Senior Researcher<\/em><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Posters\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Details coming soon...<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Getting to Cambridge\"} -->\n<!-- wp:heading {\"anchor\":\"getting-to-21-station-road-cambridge\"} -->\n<h2 id=\"getting-to-21-station-road-cambridge\" class=\"wp-block-heading\">Getting to 21 Station Road, Cambridge<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"33.33%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:33.33%\"><!-- wp:image {\"id\":1161748,\"width\":\"569px\",\"height\":\"auto\",\"aspectRatio\":\"1.5673578824267662\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full is-resized\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/02\/getting-to-cambridge.png\" alt=\"Map of Microsoft Research Cambridge\" class=\"wp-image-1161748\" style=\"aspect-ratio:1.5673578824267662;width:569px;height:auto\"\/><figcaption class=\"wp-element-caption\"><a href=\"http:\/\/www.bing.com\/mapspreview?where1=Microsoft%20Research%20Ltd%2021%20Station%20Road%20Cambridge%20%20United%20Kingdom%20CB1%202FB\" target=\"_blank\" rel=\"noreferrer noopener\">View map<\/a><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"66.66%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:66.66%\"><!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"By train\"} -->\n<!-- wp:heading {\"level\":3,\"anchor\":\"by-train\"} -->\n<h3 id=\"by-train\" class=\"wp-block-heading\">By train<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Cambridge Train Station is the closest stop to the venue\u2014only 200 yards away. Simply exit the station, walk straight onto Station Road, and you\u2019ll reach the building in under 3 minutes.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Regular services run from:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>London King\u2019s Cross (approx. 50 minutes)<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Other regional stations via Greater Anglia, Great Northern, Thameslink, and CrossCountry services.<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"By bus\"} -->\n<!-- wp:heading {\"level\":3,\"anchor\":\"by-bus\"} -->\n<h3 id=\"by-bus\" class=\"wp-block-heading\">By bus<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Cambridge Station is a major bus hub with frequent routes stopping directly outside the station. From there, it\u2019s a short walk to the venue.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Local routes include the Citi 1, Citi 3, Citi 7, and several Guided Busway services connecting areas like Huntingdon, St Ives, Trumpington, and Cambridge Science Park. <a href=\"https:\/\/assets.nationalrail.co.uk\/e8xgegruud3g\/cbgOnwardTravelMap\/f8c92399693091a6617b246dfdd5e2c5\/CBG.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Cambridge Station Travel Information<\/a><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>For real\u2011time bus planning, see the Cambridge public transport network, which includes 179 bus and rail routes operated by multiple providers<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"By car\"} -->\n<!-- wp:heading {\"level\":3,\"anchor\":\"by-car\"} -->\n<h3 id=\"by-car\" class=\"wp-block-heading\">By car<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Please note: There is no visitor parking available on\u2011site at 21 Station Road.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>However, convenient alternatives include:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Trumpington Park &amp; Ride (Recommended for Drivers)<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Just off the M11<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Buses depart every ~15 minutes and reach Cambridge Station in about 15 minutes, depending on traffic.<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Cambridge Station Car Park (Closest Paid Option)<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Located directly on Station Road near the railway station.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Open 24\/7 and operated by NCP.<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:heading {\"level\":3,\"anchor\":\"cambridge-taxis\"} -->\n<h3 id=\"cambridge-taxis\" class=\"wp-block-heading\">Cambridge Taxis<\/h3>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"anchor\":\"cab-co-01223-313-131\"} -->\n<p id=\"cab-co-01223-313-131\"><strong>Cambridge City Taxis<\/strong> 01223 832 832<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph {\"anchor\":\"cab-co-01223-313-131\"} -->\n<p id=\"cab-co-01223-313-131\"><strong>Camcab<\/strong> 01223 704 704 A1<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph {\"anchor\":\"cab-co-01223-313-131\"} -->\n<p id=\"cab-co-01223-313-131\"><strong>Cab Co<\/strong> 01223 313 131<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n<!-- \/wp:msr\/content-tabs -->","tab-content":[],"msr_startdate":"2026-10-23","msr_enddate":"2026-10-23","msr_event_time":"09:30 - 19:00 BST","msr_location":"21 Station Road, Cambridge, CB1 2FB","msr_event_link":"","msr_event_recording_link":"","msr_startdate_formatted":"Upcoming: October 23, 2026","msr_register_text":"Register now","msr_cta_link":"","msr_cta_text":"","msr_cta_bi_name":"","featured_image_thumbnail":"<img width=\"960\" height=\"540\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-960x540.png\" class=\"img-object-cover\" alt=\"Mathematical foundations of AI workshop banner\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/09\/Banner_1920x720-1280x720.png 1280w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>","event_excerpt":"The\u00a0workshop on the mathematical foundations of AI,\u00a0hosted by Microsoft Research Cambridge, brings together researchers from academia and industry to explore emerging directions and open challenges.","msr_research_lab":[199561],"related-researchers":[],"msr_impact_theme":[],"related-academic-programs":[],"related-groups":[1142643],"related-projects":[],"related-opportunities":[],"related-publications":[],"related-videos":[],"related-posts":[],"_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/1185495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-event"}],"version-history":[{"count":80,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/1185495\/revisions"}],"predecessor-version":[{"id":1186368,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/1185495\/revisions\/1186368"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1185929"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1185495"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1185495"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=1185495"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=1185495"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=1185495"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1185495"},{"taxonomy":"msr-program-audience","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-program-audience?post=1185495"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1185495"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=1185495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}