Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets
Cornish, R
Vanetti, P
Bouchard-Côté, A
Deligiannidis, G
Doucet, A
(28 Jan 2019)
Non-Reversible Parallel Tempering: a Scalable Highly Parallel MCMC Scheme
Syed, S
Bouchard-Côté, A
Deligiannidis, G
Doucet, A
(08 May 2019)
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
Corenflos, A
Thornton, J
Deligiannidis, G
Doucet, A
(15 Feb 2021)
Quantitative Uniform Stability of the Iterative Proportional Fitting Procedure
Deligiannidis, G
De Bortoli, V
Doucet, A
(18 Aug 2021)
From Denoising Diffusions to Denoising Markov Models
Benton, J
Shi, Y
De Bortoli, V
Deligiannidis, G
Doucet, A
(07 Nov 2022)
Error Bounds for Flow Matching Methods
Benton, J
Deligiannidis, G
Doucet, A
(26 May 2023)
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
Benton, J
De Bortoli, V
Doucet, A
Deligiannidis, G
(07 Aug 2023)
On a Class of Genealogical and Interacting Metropolis Models
Del Moral, P
Doucet, A
Séminaire de Probabilités XXXVII
volume 1832
415-446
(12 Dec 2003)
On the conditional distributions of spatial point processes
Caron, F
Del Moral, P
Doucet, A
Pace, M
Advances in Applied Probability
volume 43
issue 2
301-307
(01 Jun 2011)
Particle methods: An introduction with applications
Del Moral, P
Doucet, A
ESAIM Proceedings
volume 44
1-46
(14 Jan 2014)