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bernstein-von mises theorem

9 papers

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Also known as

BVM

Co-occurring keywords · papers mentioning both

bayesian inference (6) uncertainty quantification (5) semiparametric inference (2) posterior approximation (2) variational approximation (2) laplace approximation (2) posterior distribution (2) model misspecification (2) variational inference (2) fisher metric (1)

Papers

Online Bernstein-von Mises theorem JMLR 2026 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 On Semi-parametric Inference for BART ICML 2020 Uncertainty Quantification for Sparse Deep Learning AISTATS 2020