randal douc

12 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3910-9495

Publications

• Self-organizing state-space models with artificial dynamics — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Simulating diffusion bridges with score matching — Biometrika 2025
• From denoising diffusions to denoising Markov models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• Authors’ reply to the Discussion of ‘From denoising diffusions to denoising Markov models’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’ — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• A global stochastic optimization particle filter algorithm — Biometrika 2022
• Gibbs flow for approximate transport with applications to Bayesian computation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
• Large-sample asymptotics of the pseudo-marginal method — Biometrika 2021
• Infinite-dimensional gradient-based descent for alpha-divergence minimisation — The Annals of Statistics 2021
• Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator — Biometrika 2015
• Comparison of asymptotic variances of inhomogeneous Markov chains with application to Markov chain Monte Carlo methods — The Annals of Statistics 2014
• Asymptotic properties of the maximum likelihood estimation in misspecified hidden Markov models — The Annals of Statistics 2012
• Limit theorems for weighted samples with applications to sequential Monte Carlo methods — The Annals of Statistics 2008