ICLR 2025 "generalization bounds" Papers

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Algorithmic Stability Based Generalization Bounds for Adversarial Training

Runzhi Tian, Yongyi Mao

ICLR 2025poster
2
citations

Deep Distributed Optimization for Large-Scale Quadratic Programming

Augustinos Saravanos, Hunter Kuperman, Alex Oshin et al.

ICLR 2025posterarXiv:2412.12156
14
citations

Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power

Lijia Yu, Yibo Miao, Yifan Zhu et al.

ICLR 2025poster
1
citations

Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks

Xianyang Zhang, Huijuan Zhou

ICLR 2025posterarXiv:2410.08026
6
citations

Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging

Behrooz Tahmasebi, Stefanie Jegelka

ICLR 2025poster
3
citations

How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning

Arthur Jacot, Seok Hoan Choi, Yuxiao Wen

ICLR 2025posterarXiv:2407.05664
6
citations