59 citations · 195 across the 37 of their papers we have counts for
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math.OC2016★ 28 cited
Iterative regularization via dual diagonal descent
Guillaume Garrigos, Lorenzo Rosasco, Silvia Villa
In the context of linear inverse problems, we propose and study a general iterative regularization method allowing to consider large classes of regularizers and data-fit terms. The…
math.OC2016
A first-order stochastic primal-dual algorithm with correction step
Lorenzo Rosasco, Silvia Villa, Bang Cong Vu
We investigate the convergence properties of a stochastic primal-dual splitting algorithm for solving structured monotone inclusions involving the sum of a cocoercive operator and…