Speeding Up MCMC by Delayed Acceptance and Data Subsampling

Speeding Up MCMC by Delayed Acceptance and Data Subsampling

22 July 2015

Papers citing "Speeding Up MCMC by Delayed Acceptance and Data Subsampling"

15 / 15 papers shown

Title
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC F. Llorente Luca Martino Jesse Read D. Delgado OffRL 78 13 0 03 Jan 2025
Accelerating Multilevel Markov Chain Monte Carlo Using Machine Learning Models Sohail Reddy Hillary R. Fairbanks 32 1 0 18 May 2024
Computing Bayes: From Then 'Til Now' G. Martin David T. Frazier Christian P. Robert 42 15 0 01 Aug 2022
Accelerating inference for stochastic kinetic models Tom Lowe Andrew Golightly Chris Sherlock 16 5 0 06 Jun 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 43 26 0 20 Dec 2021
Computing Bayes: Bayesian Computation from 1763 to the 21st Century G. Martin David T. Frazier Christian P. Robert 42 17 0 14 Apr 2020
Spectral Subsampling MCMC for Stationary Time Series R. Salomone M. Quiroz Robert Kohn M. Villani Minh-Ngoc Tran AI4TS 19 14 0 30 Oct 2019
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets R. Cornish Paul Vanetti Alexandre Bouchard-Coté George Deligiannidis Arnaud Doucet 50 16 0 28 Jan 2019
New models for symbolic data analysis B. Beranger Huan-xiang Lin Scott A. Sisson 21 25 0 11 Sep 2018
An Annealed Sequential Monte Carlo Method for Bayesian Phylogenetics Liangliang Wang Shijia Wang Alexandre Bouchard-Coté 18 32 0 22 Jun 2018
Efficient MCMC for Gibbs Random Fields using pre-computation A. Boland Nial Friel Florian Maire 18 19 0 11 Oct 2017
Hamiltonian Monte Carlo with Energy Conserving Subsampling Khue-Dung Dang M. Quiroz Robert Kohn Minh-Ngoc Tran M. Villani 31 62 0 02 Aug 2017
Importance sampling correction versus standard averages of reversible MCMCs in terms of the asymptotic variance Jordan Franks M. Vihola 33 17 0 29 Jun 2017
Speeding Up MCMC by Efficient Data Subsampling M. Quiroz Robert Kohn M. Villani Minh-Ngoc Tran 47 173 0 16 Apr 2014
Coupled MCMC with a randomized acceptance probability Geoff K. Nicholls C. Fox Alexis Muir Watt 48 41 0 30 May 2012