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)
Monte Carlo Methods, Sequential
Doucet, A Wiley StatsRef: Statistics Reference Online (29 Sep 2014)
Sequential Monte Carlo Methods
Doucet, A Encyclopedia of Statistical Sciences (15 Dec 2005)
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