arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

International Conference on Machine Learning · 会议 · Machine Learning

2025-11-12 至 2025-11-12 共收录 3
2511.07843 2025-11-12 cs.LG

DP-AdamW: Investigating Decoupled Weight Decay and Bias Correction in Private Deep Learning

Jay Chooi, Kevin Cong, Russell Li, Lillian Sun

机构 * Harvard University(哈佛大学)

Comments 19 pages, 5 appendices; presented at ICML 2025 DIG-BUGS Workshop

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2511.05784 2025-11-12 cs.CL cs.AI cs.LG

DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning

Yaxuan Wang, Chris Yuhao Liu, Quan Liu, Jinglong Pang, Wei Wei, Yujia Bao, Yang Liu

机构 * University of California, Santa Cruz(加州大学圣克ruz分校) Center for Advanced AI, Accenture(Accenture高级人工智能中心)

Comments Please refer to the NeurIPS 2025 submission: https://openreview.net/forum?id=FNuul0hlin The paper has been accepted to the ICML 2025 MUGen Workshop: https://openreview.net/forum?id=ET24oKP23c

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2505.11770 2025-11-12 cs.LG cs.AI cs.CL stat.ML

Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors

Jing Huang, Junyi Tao, Thomas Icard, Diyi Yang, Christopher Potts

机构 * stanford(斯坦福大学)

Comments ICML 2025

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