Showing 1–20 of 74 results
/ Date/ Name
Dec 25, 2012Bayesian shrinkageFeb 9, 2015Posterior contraction in Gaussian process regression using Wasserstein approximationsMar 21, 2026Stability of Sequential and Parallel Coordinate Ascent Variational InferenceMay 16, 2020Nonasymptotic Laplace approximation under model misspecificationDec 25, 2017On Statistical Optimality of Variational BayesMay 26, 2015Optimal Bayesian estimation in stochastic block modelsMar 14, 2015Variable Selection Using Shrinkage PriorsSep 23, 2011Posterior convergence rates in non-linear latent variable modelsNov 26, 2014Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process priorAug 25, 2013Adaptive Posterior Convergence Rates in Bayesian Density Deconvolution with Supersmooth ErrorsJun 16, 2012Posterior contraction in sparse Bayesian factor models for massive covariance matricesNov 3, 2016Bayesian fractional posteriorsNov 4, 2011Anisotropic function estimation using multi-bandwidth Gaussian processesDec 9, 2016A Divide and Conquer Strategy for High Dimensional Bayesian Factor ModelsOct 25, 2020Statistical optimality and stability of tangent transform algorithms in logit modelsAug 11, 2020Evidence bounds in singular models: probabilistic and variational perspectivesJul 13, 2020Dynamics of coordinate ascent variational inference: A case study in 2D Ising modelsJan 14, 2019Bayesian Graph Selection Consistency Under Model MisspecificationAug 22, 2014Adaptive Bayesian Estimation of Conditional DensitiesOct 19, 2023Constrained Reweighting of Distributions: an Optimal Transport Approach