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PAC

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Nov 20 6:52
Editor
Editor
Seonglae ChoSeonglae 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
VC dimension
PAC Bayes theorem
PAC Bounds
 
 
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
arxiv.org
https://arxiv.org/pdf/2309.04381
 
 

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