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Rémi Laumont
Rémi Laumont
Post-doctoral fellow, DTU
Verified email at dtu.dk
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Year
Bayesian imaging using plug & play priors: when langevin meets tweedie
R Laumont, VD Bortoli, A Almansa, J Delon, A Durmus, M Pereyra
SIAM Journal on Imaging Sciences 15 (2), 701-737, 2022
972022
On maximum a posteriori estimation with plug & play priors and stochastic gradient descent
R Laumont, V De Bortoli, A Almansa, J Delon, A Durmus, M Pereyra
Journal of Mathematical Imaging and Vision 65 (1), 140-163, 2023
212023
Sampling Strategies in Bayesian Inversion: A Study of RTO and Langevin Methods
R Laumont, Y Dong, MS Andersen
arXiv preprint arXiv:2406.16658, 2024
2024
Bayesian computation with Plug & Play priors for inverse problems in imaging sciences
R Laumont
Université Paris Cité, 2022
2022
(remi. laumont@ parisdescartes. fr, andres. almansa@ parisdescartes. fr).*(valentin. debortoli@ gmail. com).?(julie. delon@ parisedescartes. fr).?(alain. durmus@ cmla. ens …
R Laumont, V De Bortoli, A Almansa, J Delon, A Durmus, M Pereyra
SIAM JOURNAL ON IMAGING SCIENCES 15 (2), 701-737, 2022
2022
Approche bayésienne pour la restauration d’images utilisant des a-prioris Plug & Play: quand Langevin rencontre Tweedie
R Laumont, V De Bortoli, J Delon, A Almansa, A Durmus, M Pereyra
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Articles 1–6