Dynamics of Bayesian Updating with Dependent Data and Misspecified Models

11 January 2009

Papers citing "Dynamics of Bayesian Updating with Dependent Data and Misspecified Models"

34 / 34 papers shown

Title
Sequential Monte Carlo approximations of Wasserstein--Fisher--Rao gradient flows Francesca R. Crucinio Sahani Pathiraja 60 0 0 06 Jun 2025
The Evolution theory of Learning: From Natural Selection to Reinforcement Learning Taboubi Ahmed 21 0 0 16 Jun 2023
Deep Bootstrap for Bayesian Inference Lizhen Nie Veronika Rockova UQCV BDL 182 3 0 30 May 2022
Characterizing the robustness of Bayesian adaptive experimental designs to active learning bias Sabina J. Sloman Daniel M. Oppenheimer S. Broomell C. Shalizi 83 8 0 27 May 2022
Evaluating Posterior Distributions by Selectively Breeding Prior Samples C. Shalizi 27 0 0 17 Mar 2022
Large Deviation Asymptotics and Bayesian Posterior Consistency on Stochastic Processes and Dynamical Systems Langxuan Su Sayan Mukherjee 47 0 0 13 Jun 2021
Posterior consistency for the spectral density of non-Gaussian stationary time series Yifu Tang Claudia Kirch J. Lee R. Meyer 114 2 0 01 Mar 2021
Gibbs posterior concentration rates under sub-exponential type losses Nicholas Syring Ryan Martin 124 29 0 08 Dec 2020
A Bayesian Multiple Testing Paradigm for Model Selection in Inverse Regression Problems D. Chatterjee S. Bhattacharya 16 1 0 15 Jul 2020
Convergence of Pseudo-Bayes Factors in Forward and Inverse Regression Problems D. Chatterjee S. Bhattacharya 13 1 0 10 Jun 2020
Posterior Consistency of Bayesian Inverse Regression and Inverse Reference Distributions D. Chatterjee S. Bhattacharya 8 2 0 01 May 2020
Posterior Convergence of Nonparametric Binary and Poisson Regression Under Possible Misspecifications D. Chatterjee S. Bhattacharya 10 2 0 01 May 2020
High-dimensional Asymptotic Theory of Bayesian Multiple Testing Procedures Under General Dependent Setup and Possible Misspecification N. K. Chandra S. Bhattacharya 16 2 0 30 Apr 2020
Gibbs posterior convergence and the thermodynamic formalism K. Mcgoff S. Mukherjee A. Nobel 81 10 0 24 Jan 2019
Posterior Convergence of Gaussian and General Stochastic Process Regression Under Possible Misspecifications D. Chatterjee S. Bhattacharya 22 3 0 24 Oct 2018
General Robust Bayes Pseudo-Posterior: Exponential Convergence results with Applications A. Ghosh Tuhin Majumder A. Basu 79 8 0 31 Aug 2017
Experimental Design for Non-Parametric Correction of Misspecified Dynamical Models Gal Shulkind L. Horesh H. Avron 67 16 0 02 May 2017
A Short Note on Almost Sure Convergence of Bayes Factors in the General Set-Up D. Chatterjee Trisha Maitra S. Bhattacharya 72 16 0 15 Mar 2017
Asymptotic Theory of Dependent Bayesian Multiple Testing Procedures Under Possible Model Misspecification N. K. Chandra S. Bhattacharya 45 5 0 04 Nov 2016
Inference Compilation and Universal Probabilistic Programming T. Le A. G. Baydin Frank Wood UQCV 232 143 0 31 Oct 2016
Bayes factor consistency S. Chib Todd A. Kuffner 42 24 0 01 Jul 2016
On Classical and Bayesian Asymptotics in State Space Stochastic Differential Equations Trisha Maitra S. Bhattacharya 40 2 0 22 Jul 2015
Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It Peter Grünwald T. V. Ommen 147 268 0 11 Dec 2014
Posterior consistency in misspecified models for i.n.i.d response Karthik Sriram R. Ramamoorthi 81 1 0 26 Aug 2014
On Posterior Concentration in Misspecified Models R. Ramamoorthi Karthik Sriram Ryan Martin 121 40 0 17 Dec 2013
On the Brittleness of Bayesian Inference H. Owhadi C. Scovel T. Sullivan 197 68 0 28 Aug 2013
Consistency of maximum likelihood estimation for some dynamical systems K. Mcgoff S. Mukherjee A. Nobel Natesh Pillai 88 19 0 24 Jun 2013
Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference Pedro A. Ortega Daniel A. Braun CML 108 52 0 18 Mar 2013
Nonparametric risk bounds for time-series forecasting D. McDonald C. Shalizi M. Schervish AI4TS 156 28 0 03 Dec 2012
On convergence rates of Bayesian predictive densities and posterior distributions Ryan Martin Liang Hong 72 5 0 29 Sep 2012
Thermodynamics as a theory of decision-making with information processing costs Pedro A. Ortega Daniel A. Braun 137 263 0 29 Apr 2012
Statistical inference for dynamical systems: a review K. Mcgoff S. Mukherjee Natesh S. Pillai AI4CE 126 47 0 27 Apr 2012
Philosophy and the practice of Bayesian statistics Andrew Gelman C. Shalizi 183 644 0 19 Jun 2010
Sequential anomaly detection in the presence of noise and limited feedback Maxim Raginsky Rebecca Willett Corinne Horn Jorge G. Silva Roummel F. Marcia 148 63 0 15 Nov 2009