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20182026
most citedConsistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures

45 citations · 151 across the 18 of their papers we have counts for

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cs.LG2024

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…