11 citations · 26 across the 7 of their papers we have counts for
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math.OC2019
Stochastic proximal splitting algorithm for composite minimization
Andrei Patrascu, Paul Irofti
Supported by the recent contributions in multiple branches, the first-order splitting algorithms became central for structured nonsmooth optimization. In the large-scale or noisy c…
math.OC2019
New nonasymptotic convergence rates of stochastic proximal pointalgorithm for convex optimization problems
Andrei Patrascu
Large sectors of the recent optimization literature focused in the last decade on the development of optimal stochastic first order schemes for constrained convex models under prog…