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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

Publication

Why Visualization? Task Abstraction for Analysis and Design

Matthew Brehmer

April 2016

PhD Thesis: University of British Columbia | April 2016

Video

Microsoft Research Blog

Theoretical and practical wonders of the web: the 25th International WWW Conference

April 11, 2016

By Kuansan Wang, Director, Internet Services Research Center, Microsoft Research Anyone reading the program for the 25th International World Wide Web Conference (WWW) would find it obvious that web innovation, powered by passionate scientists, users, and…

Publication

Automatic Entity Recognition and Typing in Massive Text Corpora

Xiang Ren, Ahmed El-kishky, Chi Wang, Jiawei Han

Proceeding 2016 International World Wide Web Conference | April 2016

Microsoft Research Blog

Wanted: the next generation of data scientists

April 1, 2016

By Jake Hofman and Justin Rao, Senior Researchers, Microsoft Research New York City You never know when the smallest seed of an idea will lead to groundbreaking work, work with the potential to have a…

Publication

Formal modeling and analysis of RAMP transaction systems

Si Liu, Peter Csaba Ölveczky, Muntasir Raihan Rahman, Jatin Ganhotra, Indranil Gupta, José Meseguer

SAC ’16: Proceedings of the 31st Annual ACM Symposium on Applied Computing | April 2016

Publication

Predicting Post-Operative Visual Acuity for LASIK Surgeries

Manish Gupta, Prashant Gupta, Pravin K. Vaddavalli, Asra Fatima

The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2016) | April 2016

The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2016)

Publication

Author2Vec: Learning Author Representations by Combining Content and Link Information

Ganesh J, Soumyajit Ganguly, Manish Gupta, Vasudeva Varma, Vikram Pudi

The 25th International World Wide Web Conference (WWW 2016) | April 2016

The 25th International World Wide Web Conference (WWW 2016)

Publication

Automatic Discovery of Attribute Synonyms Using Query Logs and Table Corpora

Yeye He, Kaushik Chakrabarti, Tomasz Tylenda

WWW – World Wide Web Consortium (W3C) | April 2016

Project

Video

Revealing Nuances in Data at Scale

March 21, 2016 | Jeff Rzeszotarski

People are asked to explore and make sense of enormous amounts of information on a daily basis. Faced with the limits of human perception and cognition, many turn to machine learning and data visualization technologies…

1:02:27

Tool

JCLUSTER

JCLUSTER is a fast simple clustering program that produces hierarchical, binary branching, tree structured clusters. Last published: March 16, 2016.

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Data platforms and analytics

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