Bayesian nonparametric statistics, St-Flour lecture notes

These are lecture notes of the 51st Saint-Flour summer school, July 2023, on the topic of Bayesian nonparametric statistics

Bayesian Methods and Mixture Models

View graph Source

Paper

Similar papers

Statistical physics, Bayesian inference and neural information processingErin Grant, Sandra Nestler, Berfin Şimşek et al.2023 · JuSER (Forschungszentrum Jülich) In Library

Intro to Bayesian Statistics: Workshop MaterialsAngelika Marlene Stefan2021 · OSF Preprints (OSF Preprints) In Library

Introduction to Bayesian Statistical LearningAlina Bazarova, Jose Ignacio Robledo, Steve Schmerler2025 · JuSER (Forschungszentrum Jülich) In Library

Lecture Notes: Selected topics on robust statistical learning theoryM. Lerasle2019 · 39 citations In Library

Bayesian StatisticsJohn H. Williamson, Antti Oulasvirta, Per Ola Kristensson et al.2022 · Cambridge University Press eBooks In Library

Statistical inference with probabilistic graphical modelsAngélique Drémeau, Christophe Schülke, Y. Xu et al.2014 · arXiv.org · 2 citations In Library

Foundations of Bayesian Inference for Complex Statistical ModelsRichard Nickl, Judith Rousseau, Aad van der Vaart2022 · Oberwolfach Reports In Library

Mathematics and Bayesian InferenceLiao Heng, Bill McColl2021 · Cambridge University Press eBooks In Library

Bayesian LearningHui Jiang2021 · Cambridge University Press eBooks In Library

Stochastic Models and Bayesian InferenceVikram Krishnamurthy2025 · Cambridge University Press eBooks In Library

Source of record

OpenAlex

44B

Welcome.

This panel sticks with you. Pick anything below and it opens right beside it, so you can dig through 60,000-plus records without ever losing your spot here.

Travel 44B

LibraryPapers, policy, standards, statute LabsEvery organization building AI ModelsIntelligence, price, and speed BenchmarksThe evaluation catalog IncidentsAI failures and harms SearchOne field across everything DashboardThe state of AI accountability in NY 44B RegistryThe Art. 44-B compliance portal