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Mehrdad Mahdavi

Michigan State University

An Efficient Primal-Dual Prox Method for Non-Smooth Optimization

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Jul 26, 2013
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Online Stochastic Optimization with Multiple Objectives

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Jul 14, 2013
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Passive Learning with Target Risk

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May 19, 2013
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Sparse Multiple Kernel Learning with Geometric Convergence Rate

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Feb 01, 2013
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Efficient Constrained Regret Minimization

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Oct 04, 2012
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Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints

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Sep 27, 2012
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An Improved Bound for the Nystrom Method for Large Eigengap

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Aug 30, 2012
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Improved Bound for the Nystrom's Method and its Application to Kernel Classification

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Jul 24, 2012
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Multiple Kernel Learning from Noisy Labels by Stochastic Programming

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Jun 18, 2012
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Regret Bound by Variation for Online Convex Optimization

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Jun 14, 2012
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