"generalization bound" Papers

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Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel

Yilan Chen, Zhichao Wang, Wei Huang et al.

NEURIPS 2025arXiv:2506.11357
1
citations

TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification

Dongyoon Yang, Jihu Lee, Yongdai Kim

CVPR 2025arXiv:2505.06580
1
citations

Confidence-aware Contrastive Learning for Selective Classification

Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang et al.

ICML 2024arXiv:2406.04745
5
citations

Generalization Bound and New Algorithm for Clean-Label Backdoor Attack

Lijia Yu, Shuang Liu, Yibo Miao et al.

ICML 2024arXiv:2406.00588
11
citations

Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains

Steven Wilkins-Reeves, Xu Chen, Qi Ma et al.

ICML 2024arXiv:2402.14145
2
citations