Fast $ε$ -free Inference of Simulation Models with Bayesian Conditional Density Estimation

20 May 2016

Papers citing "Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation"

20 / 20 papers shown

Title
Multifidelity Simulation-based Inference for Computationally Expensive Simulators Anastasia N. Krouglova Hayden R. Johnson Basile Confavreux Michael Deistler P. J. Gonçalves 206 3 0 17 Feb 2025
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 210 1,354 0 19 May 2017
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 198 2,341 0 09 May 2016
Inference Networks for Sequential Monte Carlo in Graphical Models Brooks Paige Frank Wood BDL 165 110 0 22 Feb 2016
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference Edward Meeds Max Welling 126 36 0 11 Jun 2015
Neural Adaptive Sequential Monte Carlo S. Gu Zoubin Ghahramani Richard Turner BDL 73 147 0 10 Jun 2015
Variational Dropout and the Local Reparameterization Trick Diederik P. Kingma Tim Salimans Max Welling BDL 226 1,514 0 08 Jun 2015
Sequential Monte Carlo with Adaptive Weights for Approximate Bayesian Computation Fernando V. Bonassi M. West 226 73 0 26 Mar 2015
Hamiltonian ABC Edward Meeds R. Leenders Max Welling BDL 157 31 0 06 Mar 2015
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models Michael U. Gutmann J. Corander 152 287 0 14 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
On Bayesian inference for the M/G/1 queue with efficient MCMC sampling Alexander Y. Shestopaloff Radford M. Neal 163 22 0 22 Jan 2014
GPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation Edward Meeds Max Welling 181 124 0 13 Jan 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
Recognition Networks for Approximate Inference in BN20 Networks Q. Morris BDL 166 27 0 10 Jan 2013
Approximate Bayesian Computation via Regression Density Estimation Yanan Fan David J. Nott Scott A. Sisson 165 62 0 06 Dec 2012
Expectation-Propagation for Likelihood-Free Inference Simon Barthelmé Nicolas Chopin 77 85 0 29 Jul 2011
A Comparison of Methods for Computing Autocorrelation Time Madeleine B. Thompson 157 56 0 31 Oct 2010
Non-linear regression models for Approximate Bayesian Computation M. Blum O. François 215 484 0 24 Sep 2008
Adaptive approximate Bayesian computation Mark Beaumont J. Cornuet Jean-Michel Marin Christian P. Robert 185 644 0 15 May 2008

Fast εεε-free Inference of Simulation Models with Bayesian Conditional Density Estimation

Papers citing "Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation"

Fast $ε$ -free Inference of Simulation Models with Bayesian Conditional Density Estimation