PAC-Bayesian Theory Meets Bayesian Inference — mentioned by hodgehog11

Tue, 15 Sep 2026 16:34:25 GMT

Just to add on top of the quality reference provided by srean, I like to first drill in Bayesian principles and then use this article to derive PAC-Bayes from that: https://arxiv.org/abs/1605.08636 Regular PAC falls out by taking a uniform prior over a finite hypothesis class (and then building up VC dimension if desired, but usually by this point you realise why the bounds are unlikely to be good).

Paper and discussion history. A mention is not an endorsement.

PAC-Bayesian Theory Meets Bayesian Inference · HackerPapers discussions

PAC-Bayesian Theory Meets Bayesian Inference — mentioned by hodgehog11