Improving approximate Bayesian computation via quasi-Monte Carlo

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Improving approximate Bayesian computation via quasi-Monte Carlo

3 October 2017

Alexander K. Buchholz

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Papers citing "Improving approximate Bayesian computation via quasi-Monte Carlo"

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Title
Using early rejection Markov chain Monte Carlo and Gaussian processes to accelerate ABC methods Xuefei Cao Shijia Wang Yongdao Zhou 64 3 0 13 Apr 2024
Life-long Learning and Testing for Automated Vehicles via Adaptive Scenario Sampling as A Continuous Optimization Process Jingwei Ge Pengbo Wang Chen Chang Jianming Hu Danya Yao Li Li 62 0 0 28 Mar 2024
$A search for short-period Tausworthe generators over $\mathbb{F}_b$ with application to Markov chain quasi-Monte Carlo$ A search for short-period Tausworthe generators over $\mathbb{F}_b$ with application to Markov chain quasi-Monte Carlo S. Harase 28 1 0 19 Mar 2023
Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling Alexander K. Buchholz Jan Malte Lichtenberg Giuseppe Di Benedetto Yannik Stein Vito Bellini M. Ruffini 439 2 0 12 May 2022
Sparse approximation of triangular transports. Part II: the infinite dimensional case Jakob Zech Youssef Marzouk 75 19 0 28 Jul 2021
Discrepancy-based Inference for Intractable Generative Models using Quasi-Monte Carlo Ziang Niu J. Meier F. Briol 104 13 0 22 Jun 2021
Computing Bayes: Bayesian Computation from 1763 to the 21st Century G. Martin David T. Frazier Christian P. Robert 95 17 0 14 Apr 2020
Quasi-Monte Carlo Variational Inference Alexander K. Buchholz F. Wenzel Stephan Mandt BDL 105 60 0 04 Jul 2018
ABC Samplers Y. Fan Scott A. Sisson 58 28 0 26 Feb 2018
Probabilistic Integration: A Role in Statistical Computation? François‐Xavier Briol Chris J. Oates Mark Girolami Michael A. Osborne Dino Sejdinovic 109 53 0 03 Dec 2015