GEORGE DELIGIANNIDIS

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

ORCID: 0000-0002-0821-4607

Department of Statistics, University of Oxford

Publications

• 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
• Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• From denoising diffusions to denoising Markov models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• Non-reversible parallel tempering: A scalable highly parallel MCMC scheme — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Large-sample asymptotics of the pseudo-marginal method — Biometrika 2021
• Controlled sequential Monte Carlo — The Annals of Statistics 2020
• Exponential ergodicity of the bouncy particle sampler — The Annals of Statistics 2019
• The correlated pseudomarginal method — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator — Biometrika 2015