2025 Poster "generalization bounds" Papers
8 papers found
Algorithmic Stability Based Generalization Bounds for Adversarial Training
Runzhi Tian, Yongyi Mao
ICLR 2025poster
2
citations
Block Coordinate Descent for Neural Networks Provably Finds Global Minima
Shunta Akiyama
NeurIPS 2025posterarXiv:2510.22667
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 for Canonicalization: A Comparative Study with Group Averaging
Behrooz Tahmasebi, Stefanie Jegelka
ICLR 2025poster
3
citations
Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
Pengqi Li, Lizhong Ding, Jiarun Fu et al.
NeurIPS 2025poster
Generalization Bounds for Model-based Algorithm Configuration
Zhiyang Chen, Hailong Yao, Xia Yin
NeurIPS 2025poster
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
Arthur Jacot, Seok Hoan Choi, Yuxiao Wen
ICLR 2025posterarXiv:2407.05664
6
citations