ICML

Prompts Generalize with Low Data: Non-vacuous Generalization Bounds for Optimizing Prompts with More Informative Priors

David Madras, Joshua Safyan, Qiuyi, Zhang

机构 * Google Deepmind（谷歌DeepMind） 纠错

Comments EXAIT Workshop paper at ICML 2025

Disparate Conditional Prediction in Multiclass Classifiers

Sivan Sabato, Eran Treister, Elad Yom-Tov

机构 * Department of Computing and Software, McMaster University（计算与软件系，麦斯特大学；加拿大 CIFAR 人工智能主席，向量研究所） ； Canada CIFAR AI Chair, Vector Institute（计算机科学系，巴伊兰大学） ； Department of Computer Science, Bar-Ilan University（计算机科学系，贝纳-加隆大学） ； Department of Computer Science, Ben-Gurion University of the Negev 纠错

Comments Published at ICML 2025

Journal ref Proceedings of the 42nd International Conference on Machine Learning (ICML), PMLR 267:52508-52525, 2025

EpiCoder: Encompassing Diversity and Complexity in Code Generation

Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li

机构 * Microsoft（微软公司） ； School of Informatics, Xiamen University（厦门大学信息学院） ； Key Laboratory of Digital Protection（数字保护关键实验室） ； Taiwan (Xiamen University), Ministry of Culture（文化部（厦门大学）） ； Tsinghua University（清华大学） 纠错

Comments ICML 2025

Resolving Lexical Bias in Model Editing

Hammad Rizwan, Domenic Rosati, Ga Wu, Hassan Sajjad

机构 * Department of Computer Science, Dalhousie University, Halifax, Canada（计算机科学系，达尔豪斯大学，哈利法克斯，加拿大） 纠错

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267:51747-51769, 2025