公開日 Differentially Private Synthetic Data via Foundation Model APIs 2: Text Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin ICML 2024 | July 2024 Spotlight プロジェクト
公開日 A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles Amitabh Basu, Hongyi Jiang, Phillip Kerger, Marco Molinaro International Conference on Machine Learning | July 2024
公開日 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 プロジェクト
公開日 Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Qingwei Lin 林庆维, Jianguang Lou, Shifeng Chen, Yansong Tang, Weizhu Chen July 2024 Preprint
公開日 Optimal online discrepancy minimization Janardhan (Jana) Kulkarni, Victor Reis, Thomas Rothvoss STOC’24 | June 2024
公開日 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 International Conference on Machine Learning | June 2024
公開日 Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search Sebastian Bruch, Aditya Krishnan, F. M. Nardini NeurIPS 2025 | May 2024
公開日 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 プロジェクト
公開日 Privately Aligning Language Models with Reinforcement Learning Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim ICLR 2024 | May 2024 プロジェクト
公開日 Cascading Reinforcement Learning Yihan Du, R. Srikant, Wei Chen Proceedings of the 12th International Conference on Learning Representations (ICLR) | May 2024