RecursivePAC-Bayes: AFrequentistApproachto SequentialPriorUpdateswithNoInformationLoss

Neural Information Processing Systems 

However, despite two and a half decades of research, the ability to update priors sequentially without losing confidence information along the way remained elusiveforPAC-Bayes.