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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

The limits of crisis data: analytical and ethical challenges of using social and mobile data to understand disasters

Kate Crawford, Megan Finn

Geojournal | November 2014, Vol 80(4): pp. 491-502

Publication

Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data

Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing

MSR-TR-2014-148 | November 2014

Project Project

Publication

Probabilistic Programs as Spreadsheet Queries

Andy Gordon, Claudio Russo, Marcin Szymczak, Johannes Borgström, Thore Graepel, Daniel Tarlow

MSR-TR-2014-135 | November 2014

Published by Microsoft

Project Project Project Project

Publication

Theia: Simple and Cheap Networking for Ultra-Dense Data Centers

meg walraed-sullivan, Jitu Padhye, Dave Maltz

HotNets-XIII Proceedings of the 13th ACM Workshop on Hot Topics in Networks | October 2014

Publication

TopicPanorama: a Full Picture of Relevant Topics

Shixia Liu, Xiting Wang, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo

IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2014

Microsoft Research Blog

Estimating Hidden Bug Count — Part 3/3

October 3, 2014 | Eugene Bobukh

Part 1: Introduction and Basic Theory > Part 2: Accounting for Bug Fixes > Part 4: Step By Step Guide This is just a summary of the previous chapters as a flow chart (click here for…

Publication

Urban Computing: Concepts, Methodologies, and Applications

Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang

ACM Transaction on Intelligent Systems and Technology | October 2014

Project

Publication

Ranking Twitter Discussion Groups

James Cook, Abhimanyu Das, Krishnaram Kenthapadi, Nina Mishra

ACM Conference on Online Social Networks (COSN) | October 2014

Publication

Transit Tomography Using Probabilistic Time Geography: Planning Routes Without a Road Map

John Krumm, Quangzen You

Journal of Location Based Services | October 2014

Publication

Role of Conformity in Opinion Dynamics in Social Networks

Abhimanyu Das, Sreenivas Gollapudi, Arindam Khan, Renato Paes Leme

October 2014

Project

Data platforms and analytics

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