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A primer on PAC-Bayesian learning, and application to deep neural networks
PAC Bayesian Learning and Domain Adaptation
PAC-Bayesian Machine Learning: Learning by Optimizing a Performance Guarantee
Studying Generalization in Deep Learning via PAC-Bayes
Part 2: PAC bayesian learning for deep learning
A (condensed) primer on PAC-Bayesian learning, followed by News from the PAC-Bayes frontline
Karolina Dziugaite on Nonvacuous Generalization Bounds for Deep Neural Networks via PAC-Bayes
Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks
PAC bayes
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Last Updated: August 18, 2026
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