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Published Date

Publication

Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search

Sebastian Bruch, Aditya Krishnan, F. M. Nardini

NeurIPS 2025 | May 2024

Publication

Differentially Private Synthetic Data via Foundation Model APIs 1: Images

Zinan Lin, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Harsha Nori, Sergey Yekhanin

ICLR 2024 | May 2024

Github Project

Publication

Privately Aligning Language Models with Reinforcement Learning

Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

Project

Publication

Selective Pre-training for Private Fine-tuning

Da Yu, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Zinan Lin, Saurabh Naik, Tomasz Lukasz Religa, Jian Yin, Huishuai Zhang

TMLR | May 2024

Project

Publication

Cascading Reinforcement Learning

Yihan Du, R. Srikant, Wei Chen

Proceedings of the 12th International Conference on Learning Representations (ICLR) | May 2024

Publication

Combinatorial Bandits for Maximum Value Reward Function under Value-index Feedback

Yiliu Wang, Wei Chen, Milan Vojnovic

Proceedings of the 12th International Conference on Learning Representations (ICLR) | May 2024

Publication

Efficiently Computing Similarities to Private Datasets

Arturs Backurs, Zinan Lin, Sepideh Mahabadi, Sandeep Silwal, Jakub Tarnawski

ICLR 2024 | May 2024

Project

Publication

Fairness in Submodular Maximization over a Matroid Constraint

Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong

AISTATS 2024 | May 2024

Publication

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, Xue‐Chao Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo GHOSH, Xuchao Zhang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang

EuroSys’24 | April 2024

Microsoft Research Blog

Research Focus: Week of April 15, 2024

April 17, 2024 | Mihaela Vorvoreanu, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Ricardo Bianchini, Qianhui Wu, Huiqiang Jiang, Molly Xia, Xufang Luo, Jue Zhang, Qingwei Lin 林庆维, Victor Ruehle, Yuqing Yang, Chin-Yew Lin, Lili Qiu, Dongmei Zhang, Millicent Ochieng, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andy Wilson, Bill Buxton, Abigail Sellen, Sean Rintel, Mark Hamilton

In this issue: New research on appropriate reliance on generative AI; Power management opportunities for LLMs in the cloud; LLMLingua-2 improves task-agnostic prompt compression; Enhancing COMET to embrace under-resourced African languages: