期刊&会议

ICML

International Conference on Machine Learning · 会议 · Machine Learning

2025-10-17 至 2025-10-17 共收录 4 篇

2510.14766 2025-10-17 astro-ph.CO astro-ph.GA

Predicting the Subhalo Mass Functions in Simulations from Galaxy Images

Andreas Filipp, Tri Nguyen, Laurence Perreault-Levasseur, Jonah Rose, Chris Lovell, Nicolas Payot, Francisco Villaescusa-Navarro, Yashar Hezaveh

Comments Published as a workshop paper at the ML4Astro Workshop at ICML 2025

2506.02685 2025-10-17 stat.ML cs.LG

Symmetry-Aware GFlowNets

Hohyun Kim, Seunggeun Lee, Min-hwan Oh

机构 * Graduate School of Data Science, Seoul National University, Seoul, Republic of Korea（数据科学研究生院，首尔国立大学，首尔，大韩民国）

Comments 29 pages; Accepted at ICML 2025

2505.01997 2025-10-17 cs.LG cs.AI stat.ML

Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach

Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J. Su, Li Shen

机构 * University of Pennsylvania（宾夕法尼亚大学）

Journal ref ICML 2025

2311.18022 2025-10-17 cs.LG cs.AI

Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training

Max Milkert, David Hyde, Forrest Laine

机构 * Department of Computer Science, Vanderbilt University, Nashville TN, USA（范德比尔特大学计算机科学系）； National Renewable Energy Laboratory, Golden CO, USA（国家可再生能源实验室）

Comments 24 pages, 17 figures, Poster at ICML 2025

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR Vol. 267, pp. 44175-44198 (ICML 2025)