Bayesian Nonparametric Statistics École d’Été de Probabilités de Saint-Flour LI - 2023 /

This up-to-date overview of Bayesian nonparametric statistics provides both an introduction to the field and coverage of recent research topics, including deep neural networks, high-dimensional models and multiple testing, Bernstein-von Mises theorems and variational Bayes approximations, many of wh...

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