Tag Archives: SVM

NeSVM (Nesterov’s method for SVM) code for our ICDM 2010 paper

You can now download MATLAB code for NeSVM from here.  In the code, options.mu is a key parameter to adjust the trade-off between consistent decreasing of primal object function, and the speed. So you need to roughly tune it to … Continue reading

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NESVM: a Fast Gradient Method for Support Vector Machines

This is a work we finished one year ago and is accepted as a regular paper in ICDM 2010. NESVM is a fast SVM algorithm for primal linear and kernel SVM problems, with the optimal convergence rate of first-order method … Continue reading

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