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"

10 / 10 papers shown

Title
Kullback-Leibler excess risk bounds for exponential weighted aggregation in Generalized linear models Tien Mai FedML 36 0 0 14 Apr 2025
A note on regularised NTK dynamics with an application to PAC-Bayesian training Eugenio Clerico Benjamin Guedj 37 0 0 20 Dec 2023
Shallow neural network representation of polynomials A. Beknazaryan 32 0 0 17 Aug 2022
A PAC-Bayes oracle inequality for sparse neural networks Maximilian F. Steffen Mathias Trabs UQCV 23 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 61 31 0 21 Sep 2021
On Margins and Derandomisation in PAC-Bayes Felix Biggs Benjamin Guedj 28 20 0 08 Jul 2021
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 111 59 0 05 Mar 2010
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 174 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 164 455 0 03 Dec 2007