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20142026
most citedThe generalization error of max-margin linear classifiers: Benign overfitting and high dimensional asymptotics in the overparametrized regime

88 citations · 333 across the 26 of their papers we have counts for

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Showing 2017 · math.OCShow all

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math.OC2017★ 16 cited

Stochastic Methods for Composite and Weakly Convex Optimization Problems

John Duchi, Feng Ruan

We consider minimization of stochastic functionals that are compositions of a (potentially) non-smooth convex function and smooth function and, more generally, stochastic w…