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Mehrdad Mahdavi

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Michigan State University

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

Jul 26, 2013
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Shenghuo Zhu

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Online Stochastic Optimization with Multiple Objectives

Jul 14, 2013
Mehrdad Mahdavi, Tianbao Yang, Rong Jin

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Passive Learning with Target Risk

May 19, 2013
Mehrdad Mahdavi, Rong Jin

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Sparse Multiple Kernel Learning with Geometric Convergence Rate

Feb 01, 2013
Rong Jin, Tianbao Yang, Mehrdad Mahdavi

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Efficient Constrained Regret Minimization

Oct 04, 2012
Mehrdad Mahdavi, Tianbao Yang, Rong Jin

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Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints

Sep 27, 2012
Mehrdad Mahdavi, Rong Jin, Tianbao Yang

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An Improved Bound for the Nystrom Method for Large Eigengap

Aug 30, 2012
Mehrdad Mahdavi, Tianbao Yang, Rong Jin

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Improved Bound for the Nystrom's Method and its Application to Kernel Classification

Jul 24, 2012
Rong Jin, Tianbao Yang, Mehrdad Mahdavi, Yu-Feng Li, Zhi-Hua Zhou

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Multiple Kernel Learning from Noisy Labels by Stochastic Programming

Jun 18, 2012
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang, Yang Zhou

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Regret Bound by Variation for Online Convex Optimization

Jun 14, 2012
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Shenghuo Zhu

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