A Survey of Monte Carlo Methods for Parameter Estimation

A Survey of Monte Carlo Methods for Parameter Estimation

25 July 2021

S. Särkkä

Papers citing "A Survey of Monte Carlo Methods for Parameter Estimation"

16 / 16 papers shown

Title
CoCoAFusE: Beyond Mixtures of Experts via Model Fusion Aurelio Raffa Ugolini M. Tanelli Valentina Breschi MoE 17 0 0 02 May 2025
Adaptive posterior distributions for uncertainty analysis of covariance matrices in Bayesian inversion problems for multioutput signals E. Curbelo Luca Martino F. Llorente D. Delgado-Gomez 40 1 0 03 Jan 2025
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 58 13 0 03 Jan 2025
Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding Yuya Kawamura Satoshi Takabe BDL 24 0 0 23 Feb 2024
Designing Proposal Distributions for Particle Filters using Integrated Nested Laplace Approximation A. Amri 11 1 0 05 May 2023
Optimality in Noisy Importance Sampling F. Llorente Luca Martino Jesse Read D. Delgado 12 5 0 07 Jan 2022
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution Yunshi Huang Émilie Chouzenoux J. Pesquet BDL 11 12 0 14 Oct 2021
Advances in Importance Sampling Victor Elvira Luca Martino AI4TS 23 102 0 10 Feb 2021
Marginal likelihood computation for model selection and hypothesis testing: an extensive review F. Llorente Luca Martino D. Delgado J. Lopez-Santiago 13 80 0 17 May 2020
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 78 221 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 94 324 0 09 Feb 2016
Gradient Importance Sampling Ingmar Schuster 14 24 0 21 Jul 2015
Stability of Noisy Metropolis-Hastings F. Medina-Aguayo Anthony Lee Gareth O. Roberts 46 41 0 24 Mar 2015
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,260 0 09 Jun 2012
Coupled MCMC with a randomized acceptance probability Geoff K. Nicholls C. Fox Alexis Muir Watt 37 39 0 30 May 2012
Improved Adaptive Rejection Metropolis Sampling Algorithms Luca Martino Jesse Read D. Luengo 35 85 0 24 May 2012