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 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 Cascading Reinforcement Learning Yihan Du, R. Srikant, Wei Chen 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 A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles Amitabh Basu, Hongyi Jiang, Phillip Kerger, Marco Molinaro 2024 International Conference on Machine Learning | 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:
Publication Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik) ICLR 2024 | April 2024 Project
