ICML

FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning

Ganyu Wang, Jinjie Fang, Maxwell J. Yin, Bin Gu, Xi Chen, Boyu Wang, Yi Chang, Charles Ling

机构 * Western University（温莎大学） ； Jilin University（吉林大学） ； McGill University（麦吉尔大学） ； Vector Institute（向量研究所） 纠错

Comments Published in Proceedings of the 42nd International Conference on Machine Learning

Journal ref Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, PMLR267, 2025

Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs

Sagnik Mukherjee, Abhinav Chinta, Takyoung Kim, Tarun Anoop Sharma, Dilek Hakkani-Tür

机构 * University of Illinois at Urbana Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Accepted at ICML 2025

Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity

Charlie Hou, Kiran Koshy Thekumparampil, Michael Shavlovsky, Giulia Fanti, Yesh Dattatreya, Sujay Sanghavi

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； Carnegie Mellon University（卡内基梅隆大学） ； Amazon（亚马逊） ； Department of Computer Science（计算机科学系） ； University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

Comments Published in TMLR, ICML-MFPL 2023 Workshop Oral, SPIGM@ICML2024