Robust and Scalable Bayes via a Median of Subset Posterior Measures

11 March 2014

Papers citing "Robust and Scalable Bayes via a Median of Subset Posterior Measures"

9 / 9 papers shown

Title
Machine Learning and the Future of Bayesian Computation Steven Winter Trevor Campbell Lizhen Lin Sanvesh Srivastava David B. Dunson TPM 45 4 0 21 Apr 2023
Robust probabilistic inference via a constrained transport metric Abhisek Chakraborty A. Bhattacharya D. Pati 33 3 0 17 Mar 2023
Pigeonhole Stochastic Gradient Langevin Dynamics for Large Crossed Mixed Effects Models Xinyu Zhang Cheng Li 28 0 0 18 Dec 2022
Divide-and-Conquer Bayesian Inference in Hidden Markov Models Chunlei Wang Sanvesh Srivastava 33 9 0 30 May 2021
Stochastic gradient Markov chain Monte Carlo Christopher Nemeth Paul Fearnhead BDL 22 134 0 16 Jul 2019
Joining and splitting models with Markov melding Robert J. B. Goudie A. Presanis David J. Lunn Daniela De Angelis L. Wernisch 30 29 0 22 Jul 2016
Consistency and fluctuations for stochastic gradient Langevin dynamics Yee Whye Teh Alexandre Hoang Thiery Sebastian J. Vollmer 26 228 0 01 Sep 2014
A Framework for Evaluating Approximation Methods for Gaussian Process Regression Krzysztof Chalupka Christopher K. I. Williams Iain Murray GP 71 169 0 29 May 2012
Statistical exponential families: A digest with flash cards Frank Nielsen Vincent Garcia 85 183 0 25 Nov 2009