201 citations · 621 across the 50 of their papers we have counts for
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math.OC2017★ 1 cited
Snake: a Stochastic Proximal Gradient Algorithm for Regularized Problems over Large Graphs
Adil Salim, Pascal Bianchi, Walid Hachem
A regularized optimization problem over a large unstructured graph is studied, where the regularization term is tied to the graph geometry. Typical regularization examples include…
math.OC2017
A constant step Forward-Backward algorithm involving random maximal monotone operators
Pascal Bianchi, Walid Hachem, Adil Salim
A stochastic Forward-Backward algorithm with a constant step is studied. At each time step, this algorithm involves an independent copy of a couple of random maximal monotone opera…