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S. Sundararajan

Distributed Newton Methods for Deep Neural Networks

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Feb 01, 2018
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A distributed block coordinate descent method for training $l_1$ regularized linear classifiers

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Mar 16, 2015
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An efficient distributed learning algorithm based on effective local functional approximations

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Mar 16, 2015
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A Distributed Algorithm for Training Nonlinear Kernel Machines

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May 18, 2014
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An Empirical Evaluation of Sequence-Tagging Trainers

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Nov 11, 2013
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A Parallel SGD method with Strong Convergence

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Nov 04, 2013
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Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators

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Oct 16, 2012
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