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20052023
most citedAn Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization

28 citations · 203 across the 35 of their papers we have counts for

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Showing 2022 · math.OCShow all

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math.OC2022

Hedging Complexity in Generalization via a Parametric Distributionally Robust Optimization Framework

Garud Iyengar, Henry Lam, Tianyu Wang

Empirical risk minimization (ERM) and distributionally robust optimization (DRO) are popular approaches for solving stochastic optimization problems that appear in operations manag…