Publication Optimal online discrepancy minimization Janardhan (Jana) Kulkarni, Victor Reis, Thomas Rothvoss STOC’24 | June 2024
Publication Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems Yifan Xia, Xianliang Yang, Zichuan Liu, Zhihao Liu, Lei Song, Jiang Bian 2024 International Conference on Machine Learning | June 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
