Cong Han Lim

activity

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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2 papers · 1 filter

cs.LG2020★ 2 cited

Hierarchical Verification for Adversarial Robustness

Cong Han Lim, Raquel Urtasun, Ersin Yumer

We introduce a new framework for the exact point-wise $ℓ_{p}$ robustness verification problem that exploits the layer-wise geometric structure of deep feed-forward networks with r…

cs.LG2019★ 1 cited

A Distributed Quasi-Newton Algorithm for Primal and Dual Regularized Empirical Risk Minimization

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 empirical risk minimization (ERM) problems with…