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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

A Proximity Probabilistic Model for Information Retrieval

Ruihua Song, Liqian Yu, Ji-Rong Wen, Hsiao-Wuen Hon

MSR-TR-2011-7 | January 2011

Publication

Research Directions for Data Wrangling: Visualizations and Transformations for Usable and Credible Data

Sean Kandel, Jeffrey Heer, Catherine Plaisant, Jessie Kennedy, Nathalie Henry Riche, Frank van Ham, Chris Weaver, Bongshin Lee, Dominique Brodbeck, Paolo Buono

January 2011

Publication

Deuteronomy: Transaction Support for Cloud Data

Justin Levandoski, David Lomet, , Kevin Keliang Zhao

Conference on Innovative Data Systems Research (CIDR) | January 2011

Publication

Efficient and Accurate Discovery of Patterns in Sequence Data Sets

Avrilia Floratou, Sandeep Tata, Jignesh M. Patel

TKDE | January 2011

Publication

Learning Likely Locations

John Krumm, Rich Caruana, Scott Counts

January 2011

Publication

Multi-view Human Action Recognition System Employing 2DPCA

Mohammad Nael, Moataz Abd El Wahab, Motaz El-Saban

WACV | January 2011

Publication

Resettable Cryptography in Constant Rounds – The Case of Zero Knowledge

Yi Deng, Dengguo Feng, Vipul Goyal, Dongdai Lin, Amit Sahai, Moti Yung

Advances in Cryptology – ASIACRYPT 2011. ASIACRYPT 2011. Lecture Notes in Computer Science | January 2011

Publication

DBrev: Dreaming of a Database Revolution

Gjergji Kasneci, Jurgen Van Gael, Thore Graepel

the 5th Biennieal Conference on Innovative Datasystems Research (CIDR 2011) | January 2011

Publication

Optimistic Concurrency Control by Melding Trees

Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan

PVLDB | January 2011

Publication

LASSO model adaptation for automatic speech recognition

Jinyu Li, Ming Yuan, Chin-Hui Lee

ICML Workshop on Learning Architectures, Representations, and Optimization for Speech and Visual Information Processing | January 2011

Data platforms and analytics

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