PAC

Creator

Creator

Seonglae Cho

Created

Created

2023 Nov 20 6:52

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Apr 27 11:42

Refs

Refs

Hoeffding inequality

Model Generalization

Probabilistic Approximately Correct framework

The generalization error of an hypothesis is at most something we can control and even compute for any

Probabilistic Approximately Correct Notion

PAC Bayes theorem

A Primer on PAC-Bayesian Learning

Generalised Bayesian learning algorithms are increasingly popular in machine learning, due to their PAC generalisation properties and flexibility. The present paper aims at providing a...

A Primer on PAC-Bayesian Learning

https://arxiv.org/abs/1901.05353

A Primer on PAC-Bayesian Learning

https://arxiv.org/pdf/2309.04381

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