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Robert M. Freund

Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization

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Aug 30, 2022
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Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods

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Oct 20, 2018
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An Extended Frank-Wolfe Method with "In-Face" Directions, and its Application to Low-Rank Matrix Completion

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Nov 06, 2015
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A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives

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May 16, 2015
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AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods

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Jul 04, 2013
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