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Stochastic Subgradient Approach for Solving Linear Support Vector Machines
Published on 2008-11-073919 Views
This paper is an overview of a recent approach for solving linear support vector machines (SVMs), the PEGASOS algorithm. The algorithm is based on a technique called the stochastic subgradient descent