30 citations · 36 across the 3 of their papers we have counts for
3 papers
stat.ML2021★ 30 cited
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior
Mario González, Andrés Almansa, Pauline Tan
In this work we address the problem of solving ill-posed inverse problems in imaging where the prior is a variational autoencoder (VAE). Specifically we consider the decoupled case…
stat.ML2019★ 6 cited
Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior
Mario González, Andrés Almansa, Mauricio Delbracio +2
In this paper we address the problem of solving ill-posed inverse problems in imaging where the prior is a neural generative model. Specifically we consider the decoupled case wher…
math.OC2017
Acceleration of saddle-point methods in smooth cases
Pauline Tan
In the present paper we propose a novel convergence analysis of the Alternating Direction Methods of Multipliers (ADMM), based on its equivalence with the overrelaxed Primal-Dual H…