activity
20142026
most citedNon-asymptotic convergence analysis for the Unadjusted Langevin Algorithm

88 citations · 487 across the 78 of their papers we have counts for

collaborators
Showing 2020 · math.STShow all

1 paper · 2 filters

math.ST2020★ 4 cited

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

Valentin De Bortoli, Alain Durmus, Ana F. Vidal +1

This paper presents a detailed theoretical analysis of the three stochastic approximation proximal gradient algorithms proposed in our companion paper [49] to set regularization pa…