Simpler PAC-Bayesian Bounds for Hostile Data

23 October 2016

Papers citing "Simpler PAC-Bayesian Bounds for Hostile Data"

9 / 9 papers shown

Title
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 13 9 0 21 Jun 2023
On Certified Generalization in Structured Prediction Bastian Boll Christoph Schnörr 11 0 0 15 Jun 2023
Mixed moving average field guided learning for spatio-temporal data I. Curato O. Furat Lorenzo Proietti Bennet Stroeh AI4TS 21 2 0 02 Jan 2023
Instance-Dependent Generalization Bounds via Optimal Transport Songyan Hou Parnian Kassraie Anastasis Kratsios Andreas Krause Jonas Rothfuss 10 6 0 02 Nov 2022
Integral Probability Metrics PAC-Bayes Bounds Ron Amit Baruch Epstein Shay Moran Ron Meir 9 18 0 01 Jul 2022
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 8 21 0 31 May 2022
Learning without Concentration S. Mendelson 76 334 0 01 Jan 2014
PAC-Bayesian Estimation and Prediction in Sparse Additive Models Benjamin Guedj Pierre Alquier 98 47 0 06 Aug 2012
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 133 451 0 03 Dec 2007