NEURIPS "generalization bounds" Papers

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Block Coordinate Descent for Neural Networks Provably Finds Global Minima

Shunta Akiyama

NEURIPS 2025posterarXiv:2510.22667
2
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

Which Algorithms Have Tight Generalization Bounds?

Michael Gastpar, Ido Nachum, Jonathan Shafer et al.

NEURIPS 2025spotlightarXiv:2410.01969