Measuring Sample Quality with Stein's Method

9 June 2015

Papers citing "Measuring Sample Quality with Stein's Method"

14 / 64 papers shown

Title
Fisher Efficient Inference of Intractable Models Song Liu Takafumi Kanamori Wittawat Jitkrittum Yu Chen 29 14 0 18 May 2018
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms Marco F. Cusumano-Towner Vikash K. Mansinghka 16 17 0 19 May 2017
Stein Variational Adaptive Importance Sampling J. Han Qiang Liu 24 28 0 18 Apr 2017
Two Methods For Wild Variational Inference Qiang Liu Yihao Feng BDL 32 19 0 30 Nov 2016
Measuring Sample Quality with Diffusions Jackson Gorham Andrew B. Duncan Sandra Jeanne Vollmer Lester W. Mackey 38 116 0 21 Nov 2016
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning Dilin Wang Qiang Liu GAN BDL 38 118 0 06 Nov 2016
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm Qiang Liu Dilin Wang BDL 19 1,069 0 16 Aug 2016
Measuring the reliability of MCMC inference with bidirectional Monte Carlo Roger C. Grosse Siddharth Ancha Daniel M. Roy 15 26 0 07 Jun 2016
An introduction to sampling via measure transport Youssef Marzouk Tarek A. El-Moselhy M. Parno Alessio Spantini OT 38 88 0 16 Feb 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu J. Lee Michael I. Jordan 60 475 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 109 324 0 09 Feb 2016
Stein's method for comparison of univariate distributions Christophe Ley Gesine Reinert Yvik Swan OT 43 149 0 13 Aug 2014
Efficient Solution to the 3D Problem of Automatic Wall Paintings Reassembly A. S. Keys Dimitris Arabadjis C. Iacovella Panayiotis Rousopoulos S. Glotzer Michail Panagopoulos Lena Papazoglou-Manioudaki 3DV 65 134 0 10 Oct 2012
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,267 0 09 Jun 2012