PAC-Bayes Analysis with Stochastic Kernels
PAC-Bayes Analysis with Stochastic Kernels
Omar Rivasplata,Ilja Kuzborskij,Csaba Szepesv´ari,J. Shawe-Taylor
2021
0 Citations
TLDR
A general form of the PAC-Bayes inequality is presented, from which one may derive extensions of various known PAC-Bayes bounds as well as novel bounds, and a simple PAC-Bayes bound is discussed that is valid for loss functions with unbounded range.