Non-asymptotic Analysis of $\ell_1$-norm Support Vector Machines

no code implementations • 27 Sep 2015 • Anton Kolleck, Jan Vybíral

Support Vector Machines (SVM) with $\ell_1$ penalty became a standard tool in analysis of highdimensional classification problems with sparsity constraints in many applications including bioinformatics and signal processing.

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