02117nam0 22004693i 450 VAN0028623820250205120713.994N978303174035020250204d2024 |0itac50 baengCH|||| |||||i e bBayesian Nonparametric StatisticsÉcole d’Été de Probabilités de Saint-Flour LI - 2023Ismaël CastilloChamSpringer2024xii, 216 p.ill.24 cm001VAN001022502001 Lecture notes in mathematics210 Berlin [etc.]Springer235860-XXProbability theory and stochastic processes [MSC 2020]VANC020428MF62-XXStatistics [MSC 2020]VANC022998MF62C10Bayesian problems; characterization of Bayes procedures [MSC 2020]VANC028328MF68T07Artificial neural networks and deep learning [MSC 2020]VANC036862MFBayesian Deep Neural NetworksKW:KBayesian InferenceKW:KBernstein-von Mises TheoremsKW:KHigh-Dimensional ModelsKW:KNonparametric ModelsKW:KPosterior distributionsKW:KUncertainty QuantificationKW:KVariational BayesKW:KCHChamVANL001889CastilloIsmaëlVANV2402341775936École d'été de probabilités de Saint-Flour51.2023VANV240235Springer <editore>VANV108073650ITSOL20250207RICAhttp://doi.org/10.1007/978-3-031-74035-0E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN00286238BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 08LNM2358 20250204 Bayesian Nonparametric Statistics4291109UNICAMPANIA