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Shai Shalev-Shwartz

Hebrew University

On Graduated Optimization for Stochastic Non-Convex Problems

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Jul 08, 2015
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Strongly Adaptive Online Learning

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Jun 19, 2015
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Faster SGD Using Sketched Conditioning

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Jun 08, 2015
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On Lower and Upper Bounds for Smooth and Strongly Convex Optimization Problems

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Mar 23, 2015
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SDCA without Duality

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Feb 22, 2015
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Multiclass learnability and the ERM principle

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Nov 24, 2014
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On the Computational Efficiency of Training Neural Networks

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Oct 28, 2014
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Optimal Learners for Multiclass Problems

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May 10, 2014
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The complexity of learning halfspaces using generalized linear methods

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May 10, 2014
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From average case complexity to improper learning complexity

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Mar 09, 2014
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