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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

Mining Latent Entity Structures from Massive Unstructured and Interconnected Data

Jiawei Han, Chi Wang

Proceeding of 2014 ACM SIGMOD International Conference on Management of Data | June 2014

Publication

NewsNetExplorer: Automatic Construction and Exploration of News Information Networks

Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun

Proceeding of 2014 ACM SIGMOD International Conference on Management of Data | June 2014

Publication

Black-box non-black-box zero knowledge

Vipul Goyal, Rafail Ostrovsky, Alessandra Scafuro, Ivan Visconti

STOC ’14 Proceedings of the forty-sixth annual ACM symposium on Theory of computing | May 2014

Publication

The Anxieties of Big Data

Kate Crawford

The New Inquiry | May 2014

Publication

Enriching ODIN

Fei Xia, Will Lewis, Michael Wayne Goodman, Joshua Crowgey, Emily M. Bender

LREC | May 2014

Video

Keynote: Data-Driven Computing

May 21, 2014 | Tony Hey

Chair: Jaime Puente, Microsoft Research Speaker: Tony Hey, Vice President, Microsoft Research The term ubiquitous computing, and the rich research it engenders, has been with us for many years. Today we are seeing the results…

57:36

Publication

Multi-input Functional Encryption

Shafi Goldwasser, S. Dov Gordon, Vipul Goyal, Abhishek Jain, Jonathan Katz, Feng-Hao Liu, Amit Sahai, Elaine Shi, Hong-Sheng Zhou

33rd Annual International Conference on the Theory and Applications of Cryptographic Techniques | May 2014

Event

Latin American Faculty Summit 2014

May 7, 2014 – May 9, 2014 | Viña del Mar, Chile

Microsoft Research hosted the ninth annual Latin American Faculty Summit in Viña del Mar, Chile, May 7 to 9, 2014. The theme of the 2014 summit was Advancing Science and Technology Through Computing Research.

Group

Algorithms and Data Sciences

“Big Data” is currently an explosive phenomenon, triggered by proliferation of data in ever increasing volumes, rates, and variety. The Big Data revolution changes the perspective of many research areas in how they address both…

Publication

Approximating The Shapley Value Via Multi-Issue Decompositions

Hossein Azari Soufiani, Max Chickering, Denis Charles, David C. Parkes

AAMAS ’14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems | May 2014

Data platforms and analytics

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