{"id":605958,"date":"2019-09-12T13:29:29","date_gmt":"2019-09-12T20:29:29","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-event&#038;p=605958"},"modified":"2025-08-06T11:56:17","modified_gmt":"2025-08-06T18:56:17","slug":"msr-mila-workshop-2019","status":"publish","type":"msr-event","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/msr-mila-workshop-2019\/","title":{"rendered":"MSR & Mila Workshop 2019"},"content":{"rendered":"\n\n<p><strong>This is an invite-only event.<\/strong><\/p>\n<p><strong>Venue:<\/strong> <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mila.quebec\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">Mila Agora Auditorium<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><br \/>\n6650 St-Urbain<br \/>\nMontreal, QC<br \/>\nH2S 3H1<\/p>\n<p><strong>Sponsor:<\/strong> Microsoft Research Lab &#8211; Montreal<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<p>You\u2019re invited to join us for the 3rd annual MSR & Mila research workshop in Montreal on October 16, 2019. The workshop will feature 14 distinguished presentations by Mila professors, students and MSR researchers. The workshop will also include a Mila poster session during lunch.<\/p>\n<p>The workshop is an opportunity for Mila professors, students and MSR researchers to share and present what they\u2019re currently working on with the goal of facilitating and building on existing research collaborations between Mila & MSR.<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<h2>Wednesday, October 16<\/h2>\n<table style=\"border-spacing: inherit;border-collapse: collapse;width: 100%;padding: 8px;text-align: left;border-bottom: 1px solid #000000\">\n<tbody>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\"><strong> Time (PDT) <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Session <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Speaker <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Affiliation <\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:00 AM\u20138:50 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Breakfast and networking<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:50 AM\u20139:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Welcoming Remarks<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jessica Mastronardi<br \/>\nYoshua Bengio<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Outreach<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:00 AM\u20139:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards characterizing compositionality and systematic generalization for natural language representations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Alessandro Sordoni<br \/>\nTimothy O\u2019Donnell<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:30 AM\u201310:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning and Reasoning with Graph Structures in Interactive Text Environments<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Marc-Alexandre Cote<br \/>\nWilliam Hamilton<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:00 AM\u201310:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning Dynamics of Adversarial Machine Learning Formulations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Remi Tachet Des Combes<br \/>\nIoannis Mitliagkas<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:30 AM\u201311:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Adversarial examples from computational constraints<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Sebastien Bubeck<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:00 AM\u201311:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Incorporating Machine Learning Fairness into Industry Practice<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jenn Wortman Vaughn<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:30 AM\u201312:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Strategic Exploration Via State Abstraction from Rich Observations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">John Langford<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">12:00 PM\u20131:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Lunch & Mila Poster Session<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:00 PM\u20131:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On the variance of the adaptive learning rate and beyond<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jianfeng Gao<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:30 PM\u20132:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On troubleshooting and error analysis for machine learning systems<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Besmira Nushi<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:00 PM\u20132:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Domain Adaptation<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">TJ Hazen,<br \/>\nAndrew McNamara<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal,<br \/>\nMSR Montreal<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:30 PM\u20133:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Common Sense Understanding of Text<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Kaheer Suleman<br \/>\nAdam Trischler<br \/>\nJackie Cheung<br \/>\nAli Emani<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMSR Montreal<br \/>\nMila<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:00 PM\u20133:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Coffee break and networking<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:30 PM\u20134:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">The Agent Perspective for Representation Learning, Looking Forward<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Yoshua Bengio<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:00 PM\u20134:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Training Robots in Simulators<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Liam Paull<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:30 PM\u20135:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Analyzing complex data to understand online societies and online markets<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Reihaneh Rabbany<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:00 PM\u20135:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Combining Statistical Relational Learning and Graph Neural Networks for Reasoning<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jian Tang<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:30 PM\u20135:40 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Closing Remarks<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jennifer Chayes<br \/>\nEric Horvitz<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR<br \/>\nMSR<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The 3rd annual MSR & Mila workshop is an opportunity for Mila professors, students and MSR researchers to share and present what they\u2019re currently working on with the goal of facilitating and building on existing research collaborations between Mila & MSR.<\/p>\n","protected":false},"featured_media":606435,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2019-10-16","msr_enddate":"2019-10-16","msr_location":"Montreal, Quebec, Canada","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"","msr_event_link_redirect":false,"msr_event_time":"8:00 AM - 6:00 PM (ET)","msr_hide_region":false,"msr_private_event":false,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13556],"msr-region":[197900],"msr-event-type":[197944],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[],"class_list":["post-605958","msr-event","type-msr-event","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-region-north-america","msr-event-type-hosted-by-microsoft","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"MSR u0026 Mila Workshop 2019\",\"backgroundColor\":\"grey\",\"image\":{\"id\":606435,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/MSR-Mila-Workshop2019_header_09_2019_1920x720.jpg\",\"alt\":\"\"},\"imageType\":\"full-bleed\"} \/-->\n\n<!-- wp:msr\/content-tabs --><!-- wp:msr\/content-tab {\"title\":\"About\"} --><!-- wp:freeform --><p><strong>This is an invite-only event.<\/strong><\/p>\n<p><strong>Venue:<\/strong> <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mila.quebec\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">Mila Agora Auditorium<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><br \/>\n6650 St-Urbain<br \/>\nMontreal, QC<br \/>\nH2S 3H1<\/p>\n<p><strong>Sponsor:<\/strong> Microsoft Research Lab &#8211; Montreal<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<p>You\u2019re invited to join us for the 3rd annual MSR &amp; Mila research workshop in Montreal on October 16, 2019. The workshop will feature 14 distinguished presentations by Mila professors, students and MSR researchers. The workshop will also include a Mila poster session during lunch.<\/p>\n<p>The workshop is an opportunity for Mila professors, students and MSR researchers to share and present what they\u2019re currently working on with the goal of facilitating and building on existing research collaborations between Mila &amp; MSR.<span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- wp:msr\/content-tab {\"title\":\"Agenda\"} --><!-- wp:freeform --><h2>Wednesday, October 16<\/h2>\n<table style=\"border-spacing: inherit;border-collapse: collapse;width: 100%;padding: 8px;text-align: left;border-bottom: 1px solid #000000\">\n<tbody>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\"><strong> Time (PDT) <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Session <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Speaker <\/strong><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Affiliation <\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:00 AM\u20138:50 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Breakfast and networking<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:50 AM\u20139:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Welcoming Remarks<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jessica Mastronardi<br \/>\nYoshua Bengio<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Outreach<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:00 AM\u20139:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards characterizing compositionality and systematic generalization for natural language representations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Alessandro Sordoni<br \/>\nTimothy O\u2019Donnell<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:30 AM\u201310:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning and Reasoning with Graph Structures in Interactive Text Environments<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Marc-Alexandre Cote<br \/>\nWilliam Hamilton<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:00 AM\u201310:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning Dynamics of Adversarial Machine Learning Formulations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Remi Tachet Des Combes<br \/>\nIoannis Mitliagkas<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:30 AM\u201311:00 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Adversarial examples from computational constraints<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Sebastien Bubeck<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:00 AM\u201311:30 AM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Incorporating Machine Learning Fairness into Industry Practice<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jenn Wortman Vaughn<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:30 AM\u201312:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Strategic Exploration Via State Abstraction from Rich Observations<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">John Langford<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">12:00 PM\u20131:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Lunch &amp; Mila Poster Session<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:00 PM\u20131:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On the variance of the adaptive learning rate and beyond<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jianfeng Gao<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:30 PM\u20132:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On troubleshooting and error analysis for machine learning systems<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Besmira Nushi<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:00 PM\u20132:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Domain Adaptation<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">TJ Hazen,<br \/>\nAndrew McNamara<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal,<br \/>\nMSR Montreal<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:30 PM\u20133:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Common Sense Understanding of Text<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Kaheer Suleman<br \/>\nAdam Trischler<br \/>\nJackie Cheung<br \/>\nAli Emani<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal<br \/>\nMSR Montreal<br \/>\nMila<br \/>\nMila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:00 PM\u20133:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Coffee break and networking<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:30 PM\u20134:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">The Agent Perspective for Representation Learning, Looking Forward<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Yoshua Bengio<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:00 PM\u20134:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Training Robots in Simulators<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Liam Paull<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:30 PM\u20135:00 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Analyzing complex data to understand online societies and online markets<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Reihaneh Rabbany<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:00 PM\u20135:30 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Combining Statistical Relational Learning and Graph Neural Networks for Reasoning<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jian Tang<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:30 PM\u20135:40 PM<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Closing Remarks<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jennifer Chayes<br \/>\nEric Horvitz<\/td>\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR<br \/>\nMSR<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- \/wp:msr\/content-tabs -->","tab-content":[{"id":0,"name":"About","content":"You\u2019re invited to join us for the 3rd annual MSR &amp; Mila research workshop in Montreal on October 16, 2019. The workshop will feature 14 distinguished presentations by Mila professors, students and MSR researchers. The workshop will also include a Mila poster session during lunch.\r\n\r\nThe workshop is an opportunity for Mila professors, students and MSR researchers to share and present what they\u2019re currently working on with the goal of facilitating and building on existing research collaborations between Mila &amp; MSR."},{"id":1,"name":"Agenda","content":"<h2>Wednesday, October 16<\/h2>\r\n<table style=\"border-spacing: inherit;border-collapse: collapse;width: 100%;padding: 8px;text-align: left;border-bottom: 1px solid #000000\">\r\n<tbody>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\"><strong> Time (PDT) <\/strong><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Session <\/strong><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Speaker <\/strong><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><strong> Affiliation <\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:00 AM\u20138:50 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Breakfast and networking<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">8:50 AM\u20139:00 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Welcoming Remarks<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jessica Mastronardi\r\nYoshua Bengio<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Outreach\r\nMila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:00 AM\u20139:30 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards characterizing compositionality and systematic generalization for natural language representations<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Alessandro Sordoni\r\nTimothy O\u2019Donnell<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal\r\nMila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">9:30 AM\u201310:00 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning and Reasoning with Graph Structures in Interactive Text Environments<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Marc-Alexandre Cote\r\nWilliam Hamilton<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal\r\nMila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:00 AM\u201310:30 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Learning Dynamics of Adversarial Machine Learning Formulations<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Remi Tachet Des Combes\r\nIoannis Mitliagkas<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal\r\nMila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">10:30 AM\u201311:00 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Adversarial examples from computational constraints<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Sebastien Bubeck<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:00 AM\u201311:30 AM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Incorporating Machine Learning Fairness into Industry Practice<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jenn Wortman Vaughn<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">11:30 AM\u201312:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Strategic Exploration Via State Abstraction from Rich Observations<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">John Langford<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR NYC<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">12:00 PM\u20131:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Lunch &amp; Mila Poster Session<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:00 PM\u20131:30 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On the variance of the adaptive learning rate and beyond<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jianfeng Gao<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">1:30 PM\u20132:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">On troubleshooting and error analysis for machine learning systems<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Besmira Nushi<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR AI<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:00 PM\u20132:30 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Domain Adaptation<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">TJ Hazen,\r\nAndrew McNamara<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal,\r\nMSR Montreal<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">2:30 PM\u20133:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Common Sense Understanding of Text<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Kaheer Suleman\r\nAdam Trischler\r\nJackie Cheung\r\nAli Emani<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">MSR Montreal\r\nMSR Montreal\r\nMila\r\nMila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:00 PM\u20133:30 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Coffee break and networking<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">3:30 PM\u20134:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">The Agent Perspective for Representation Learning, Looking Forward<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Yoshua Bengio<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\"><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:00 PM\u20134:30 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Training Robots in Simulators<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Liam Paull<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">4:30 PM\u20135:00 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Analyzing complex data to understand online societies and online markets<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Reihaneh Rabbany<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:00 PM\u20135:30 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Towards Combining Statistical Relational Learning and Graph Neural Networks for Reasoning<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jian Tang<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Mila<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 27%;padding: 8px;border-bottom: 1px solid #000000\">5:30 PM\u20135:40 PM<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Closing Remarks<\/td>\r\n<td style=\"padding: 8px;border-bottom: 1px solid #000000\">Jennifer Chayes\r\nEric Horvitz<\/td>\r\n<td 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