A Primer on PAC-Bayesian Learning. Guedj, B. In Proceedings of the second congress of the French Mathematical Society, volume 33, 2019.
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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 self-contained survey on the resulting PAC-Bayes framework and some of its main theoretical and algorithmic developments.

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