conftrace_

bernstein-von mises theorem

8 papers

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Also known as

BVM

Co-occurring keywords

bayesian inference (1907) uncertainty quantification (1393) posterior distribution (259) laplace approximation (70) model misspecification (57) variational inference (2069) surrogate likelihood (4) statistical network analysis (1) semi-parametric inference (5) bernstein-von mise (1)

Papers

Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
Riemannian Laplace Approximation with the Fisher Metric AISTATS 2024
Semiparametric Inference Using Fractional Posteriors JMLR 2023
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations JMLR 2022
Asymptotic Normality, Concentration, and Coverage of Generalized Posteriors JMLR 2021
Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon AISTATS 2021
Uncertainty Quantification for Sparse Deep Learning AISTATS 2020
On Semi-parametric Inference for BART ICML 2020