期刊&会议

ICML

International Conference on Machine Learning · 会议 · Machine Learning

2025-09-10 至 2025-09-10 共收录 3 篇

2505.11478 2025-09-10 cs.AI cs.LG

Automatic Reward Shaping from Confounded Offline Data

Mingxuan Li, Junzhe Zhang, Elias Bareinboim

机构 * Causal AI Lab, Columbia University, New York, USA（因果AI实验室，哥伦比亚大学，纽约，美国）； Department of Electrical Engineering and Computer Science, Syracuse University, New York, USA（电气工程与计算机科学系， Syracuse大学，纽约，美国）

Comments ICML 2025

2502.09297 2025-09-10 cs.LG

When Do Neural Networks Learn World Models?

Tianren Zhang, Guanyu Chen, Feng Chen

机构 * Department of Automation, Tsinghua University, Beijing, China（自动化系，清华大学，北京，中国）

Comments ICML 2025; ICLR 2025 World Models Workshop (oral, outstanding paper award)

2402.04538 2025-09-10 cs.LG

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers

Md Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

机构 * Department of Computer Science, Rensselaer Polytechnic Institute, Troy, NY, USA（理海理工学院计算机科学系）； IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA（IBM 玛丽·沃森研究中心）

Comments ICML'24 Accepted Version, 25 pages, 10 figures, 18 tables

Journal ref PMLR 235:20768- 20792, 2024