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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

Measuring user engagement

Mounia Lalmas, Heather O'Brien, Elad Yom-Tov

Published by Morgan and Claypool | December 2014

Publication

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors

Yanjie Fu, Yong Ge, Yu Zheng, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan

Proceedings of the IEEE International Conference on Data Mining | December 2014

Project

Publication

A Time-Indexed Reference Standard of Adverse Drug Reactions

Rave Harpaz, David Odgers, Greg Gaskin, William DuMouchel, Rainer Winnenburg, Olivier Bodenreider, Alfred Sorbello, Anna Ripple, Ana Szarfman, Eric Horvitz, Ryen W. White, Nigam H. Shah

Scientific Data | November 2014

Project

Concept Expansion

Given a concept name, and seed entities, return entities and tables in this concept. Sway Presentation

Publication

Pre-Design Empiricism for Information Visualization: Scenarios, Methods, and Challenges

Matthew Brehmer, Sheelagh Carpendale, Bongshin Lee, Melanie Tory

BELIV ’14 Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization | November 2014

Publication

How Hierarchical Topics Evolve in Large Text Corpora

Weiwei Cui, Shixia Liu, Zhuofeng Wu, Hao Wei

IEEE Transactions on Visualization and Computer Graphics (IEEE InfoVis’14) | November 2014

Publication

Similarity Search using Concept Graphs

Rakesh Agrawal, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi

International Conference on Information and Knowledge Management (CIKM) | November 2014

Publication

Fair Allocation in Online Markets

Sreenivas Gollapudi, Debmalya Panigrahi

Proc. Intl. Conf. on Information and Knowledge Management (CIKM) | November 2014

Publication

Searching Locally-Defined Entities

Zhaohui Wu, Yuanhua Lv, Ariel Fuxman

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management | November 2014

ISBN: 978-1-4503-2598-1

Publication

Using Pre-Release Test Failures to Build Early Post-Release Defect Prediction Models

Kim Herzig

Proceedings of the 25th International Symposium on Software Reliability Engineering | November 2014

Project

Data platforms and analytics

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