User-friendly introduction to PAC-Bayes bounds

21 October 2021

Papers citing "User-friendly introduction to PAC-Bayes bounds"

9 / 159 papers shown

Title
Wide stochastic networks: Gaussian limit and PAC-Bayesian training Eugenio Clerico George Deligiannidis Arnaud Doucet 20 11 0 17 Jun 2021
New bounds for $k$ -means and information $k$ -means Gautier Appert O. Catoni 24 5 0 14 Jan 2021
Statistical optimality and stability of tangent transform algorithms in logit models I. Ghosh A. Bhattacharya D. Pati 11 3 0 25 Oct 2020
On the Difficulty of Unbiased Alpha Divergence Minimization Tomas Geffner Justin Domke 46 18 0 19 Oct 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 110 146 0 06 Nov 2019
Simpler PAC-Bayesian Bounds for Hostile Data Pierre Alquier Benjamin Guedj 79 72 0 23 Oct 2016
PAC-Bayesian Estimation and Prediction in Sparse Additive Models Benjamin Guedj Pierre Alquier 100 47 0 06 Aug 2012
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 156 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 453 0 03 Dec 2007