Ana F. Vidal | DeepAI

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Featured Co-authors

Alain Durmus
51 publications
Valentin De Bortoli
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Marcelo Pereyra
19 publications
David A. Robb
10 publications
Pierre Le Bras
3 publications
Mike J. Chantler
3 publications
Stefano Padilla
2 publications
Azimeh Gharavi
1 publication

∙ 08/13/2020

Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical Bayesian approach. Part II: Theoretical Analysis

This paper presents a detailed theoretical analysis of the three stochas...

0 Valentin De Bortoli, et al. ∙

∙ 05/13/2020

Visualising COVID-19 Research

The world has seen in 2020 an unprecedented global outbreak of SARS-CoV-...

0 Pierre Le Bras, et al. ∙

∙ 11/26/2019

Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical Bayesian approach

Many imaging problems require solving an inverse problem that is ill-con...

0 Ana F. Vidal, et al. ∙

∙ 06/28/2019

Efficient stochastic optimisation by unadjusted Langevin Monte Carlo. Application to maximum marginal likelihood and empirical Bayesian estimation

Stochastic approximation methods play a central role in maximum likeliho...

0 Valentin De Bortoli, et al. ∙

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