Risk bounds for aggregated shallow neural networks using Gaussian prior

21 December 2021

Papers citing "Risk bounds for aggregated shallow neural networks using Gaussian prior"

7 / 7 papers shown

Title
Shallow neural network representation of polynomials A. Beknazaryan 17 0 0 17 Aug 2022
A PAC-Bayes oracle inequality for sparse neural networks Maximilian F. Steffen Mathias Trabs UQCV 19 2 0 26 Apr 2022
Non-Vacuous Generalisation Bounds for Shallow Neural Networks Felix Biggs Benjamin Guedj BDL 30 26 0 03 Feb 2022
Learning PAC-Bayes Priors for Probabilistic Neural Networks Maria Perez-Ortiz Omar Rivasplata Benjamin Guedj M. Gleeson Jingyu Zhang John Shawe-Taylor M. Bober J. Kittler UQCV 56 31 0 21 Sep 2021
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 102 59 0 05 Mar 2010
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 164 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007