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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Video

On Gradient-Based Optimization: Accelerated, Stochastic and Nonconvex

April 27, 2018 | Michael Jordan

Many new theoretical challenges have arisen in the area of gradient-based optimization for large-scale statistical data analysis, driven by the needs of applications and the opportunities provided by new hardware and software platforms. I discuss…

Michael I. Jordan et al. standing in a room

1:07:02

Publication

Bringing AI to BI: Enabling Visual Analytics of Unstructured Data in a Modern Business Intelligence Platform

Darren Edge, Jonathan Larson, Chris White

CHI 2018 Extended Abstracts | April 2018

Publication

Data Visualization on Mobile Devices

Bongshin Lee, Matthew Brehmer, Petra Isenberg, Ricardo Langer, Raimund Dachselt

Extended Abstract of the 2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018

Project

Publication

Mobiles as Portals for Interacting with Virtual Data Visualizations

Michel Pahud, Eyal Ofek, Nathalie Henry Riche, Christophe Hurter, Jen Grubert

MobileVis ’18 Workshop at CHI 2018, Montreal, QC, Canada. | April 2018

Publication

Mobiles as Portals for Interacting with Virtual Data Visualizations

Michel Pahud, Eyal Ofek, Nathalie Henry Riche, Christophe Hurter, Jens Grubert

Proceedings of the 2018 ACM CHI Workshop on Data Visualization on Mobile Devices | April 2018

Project

Publication

Facilitating Spreadsheet Manipulation on Mobile Devices Leveraging Speech

Arjun Srinivasan, Bongshin Lee, John Stasko

Proceedings of the 2018 ACM CHI Workshop on Data Visualization on Mobile Devices | April 2018

Project

Publication

Preparing for Perceptual Studies: Position and Orientation of Wrist-worn Smartwatches for Reading Tasks

Tanja Blascheck, Anastasia Bezerianos, Lonni Besancon, Bongshin Lee, Petra Isenberg

Proceedings of the 2018 ACM CHI Workshop on Data Visualization on Mobile Devices | April 2018

Project

Microsoft Academic Graph (MAG) Analytics

The Microsoft Academic Graph (MAG) is a knowledge graph of scholarly publications structured around the following entity types: publication, author, author affiliation (institution), publication venue (journals and conferences), field of study (topic). It contains publication dates, as…

Publication

Actor-Oriented Database Systems

Phil Bernstein

Proceedings of the 2018 IEEE 34th International Conference on Data Engineering | April 2018

ISBN: ISBN-13: 978-1-5386-5520-7

Project

Publication

Impatience is a Virtue: Revisiting Disorder in High-Performance Log Analytics

Badrish Chandramouli, Jonathan Goldstein, Yinan Li

34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France | April 2018

Project Project

Data platforms and analytics

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