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10/24/2015
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee
Frank-Wolfe (FW) algorithms have been often proposed over the last few y...
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02/05/2015
A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification
Frank-Wolfe algorithms have recently regained the attention of the Machi...
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10/15/2014
Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning
Frank-Wolfe algorithms for convex minimization have recently gained cons...
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04/03/2013
A Novel Frank-Wolfe Algorithm. Analysis and Applications to Large-Scale SVM Training
Recently, there has been a renewed interest in the machine learning comm...
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12/04/2012