Learning PAC-Bayes Priors for Probabilistic Neural Networks

21 September 2021

Papers citing "Learning PAC-Bayes Priors for Probabilistic Neural Networks"

6 / 6 papers shown

Title
On Certified Generalization in Structured Prediction Bastian Boll Christoph Schnörr 11 0 0 15 Jun 2023
Generalisation under gradient descent via deterministic PAC-Bayes Eugenio Clerico Tyler Farghly George Deligiannidis Benjamin Guedj Arnaud Doucet 23 4 0 06 Sep 2022
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 8 21 0 31 May 2022
Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning Wei Huang Chunrui Liu Yilan Chen Tianyu Liu R. Xu BDL MLT 8 2 0 04 Feb 2022
Non-Vacuous Generalisation Bounds for Shallow Neural Networks Felix Biggs Benjamin Guedj BDL 14 26 0 03 Feb 2022
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 133 451 0 03 Dec 2007