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20142020
most citedA Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization

13 citations · 24 across the 5 of their papers we have counts for

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math.OC2018★ 13 cited

A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization

Ching-pei Lee, Cong Han Lim, Stephen J. Wright

We propose a communication- and computation-efficient distributed optimization algorithm using second-order information for solving ERM problems with a nonsmooth regularization ter…