"pac-bayes bounds" Papers

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PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

Ruixin Guo, Ruoming Jin, Xinyu Li et al.

NEURIPS 2025arXiv:2512.12905
1
citations

Variational Learning Finds Flatter Solutions at the Edge of Stability

Avrajit Ghosh, Bai Cong, Rio Yokota et al.

NEURIPS 2025spotlightarXiv:2506.12903
1
citations

A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds

Ben Chugg, Hongjian Wang, Aaditya Ramdas

ICML 2024arXiv:2302.03421
32
citations

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi et al.

ICML 2024arXiv:2306.05862
10
citations

PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs

Deividas Eringis, John Leth, Zheng-Hua Tan et al.

AAAI 2024paperarXiv:2312.09793
4
citations