Unbiased estimation of log normalizing constants with applications to
Bayesian cross-validation

Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation

2 October 2018

Pierre E. Jacob

Natesh Pillai

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Papers citing "Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation"

13 / 13 papers shown

Title
Robust leave-one-out cross-validation for high-dimensional Bayesian models Luca Silva Giacomo Zanella 40 8 0 19 Sep 2022
Unbiased Multilevel Monte Carlo methods for intractable distributions: MLMC meets MCMC Guanyang Wang T. Wang 89 15 0 11 Apr 2022
Multilevel Estimation of Normalization Constants Using the Ensemble Kalman-Bucy Filter Hamza Ruzayqat Neil K. Chada Ajay Jasra 72 5 0 09 Aug 2021
Parallel Tempering on Optimized Paths Saifuddin Syed Vittorio Romaniello Trevor Campbell Alexandre Bouchard-Côté 38 21 0 15 Feb 2021
Adaptive Path Sampling in Metastable Posterior Distributions Yuling Yao Collin Cademartori Aki Vehtari Andrew Gelman TPM 64 6 0 01 Sep 2020
An invitation to sequential Monte Carlo samplers Chenguang Dai J. Heng Pierre E. Jacob N. Whiteley 132 68 0 23 Jul 2020
Computing Bayes: Bayesian Computation from 1763 to the 21st Century G. Martin David T. Frazier Christian P. Robert 95 17 0 14 Apr 2020
Stochastic Normalizing Flows Liam Hodgkinson Christopher van der Heide Fred Roosta Michael W. Mahoney BDL 46 1 0 21 Feb 2020
A continuation method in Bayesian inference B. M. Dia 43 4 0 26 Nov 2019
Distributed Computation for Marginal Likelihood based Model Choice Alexander K. Buchholz Daniel Ahfock S. Richardson FedML 57 5 0 10 Oct 2019
Implicitly Adaptive Importance Sampling Topi Paananen Juho Piironen Paul-Christian Bürkner Aki Vehtari 30 3 0 20 Jun 2019
On the marginal likelihood and cross-validation Edwin Fong Chris Holmes UQCV 119 111 0 21 May 2019
Unbiased Markov chain Monte Carlo with couplings Pierre E. Jacob J. O'Leary Yves F. Atchadé 126 73 0 11 Aug 2017