Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss

Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif +1

PAC-Bayesian analysis is a frequentist framework for incorporating prior knowledge into learning. It was inspired by Bayesian learning, which allows sequential data processing and…