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Stochastic Subgradient Approach for Solving Linear Support Vector Machines

Stochastic Subgradient Approach for Solving Linear Support Vector Machines. Jan Rupnik Jozef Stefan Institute. Outline. Introduction Support Vector Machines Stochastic Subgradient Descent SVM - Pegasos Experiments. Introduction.

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Stochastic Subgradient Approach for Solving Linear Support Vector Machines