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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

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

Publication

Location-aware Click Prediction in Mobile local Search

Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu

Conference in Information and Knoweledge Management (CIKM) | January 2011

Publication

Preventing Equivalence Attacks in Updated, Anonymized Data

Yeye He, Siddharth Barman, Jeffrey Naughton

Proceedings of International Conference on Data Engineering (ICDE) | 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

Video

Learning to Re-rank: Query-dependent Image Re-ranking using Click Data

December 16, 2010 | Manik Varma

Our objective is to improve the performance of keyword based image search engines by re-ranking their baseline results. We address three limitations of existing search engines in this paper. First, there is no straight-forward, fully…

59:21

Publication

A symbolic approach to controlling piecewise affine systems

Jana Tumova, Boyan Yordanov, Calin Belta, Ivana Cerna, Jiri Barnat

49th IEEE Conference on Decision and Control (CDC) | December 2010

Video

Dennis Fetterly – Large-scale data processing using DryadLINQ

December 14, 2010 | Ashwani Sharma, Dennis Fetterly

Dennis Fetterly talks about TidyFS – the distributed filesystem of DryadLINQ, desirable properties of a Dryad cluster and details several algorithms that do IR; at the workshop on Scientific Computing at Bangalore, India.