Publication Streaming Algorithms for Connectivity Augmentation Ce Jin, Michael Kapralov, Sepideh Mahabadi, Ali Vakilian International Colloquium on Automata, Languages, and Programming (ICALP) | July 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 | July 2024
Publication Optimizing Learning-to-Rank Models for Ex-Post Fair Relevance Sruthi Gorantla, Eshaan Bhansali, Amit Deshpande, Anand Louis 2024 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2024
Publication Exploring LLM-based Agents for Root Cause Analysis Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan FSE ’24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024 Project
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 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
