Multi-Class Classification with Maximum Margin Multiple Kernel

Abstract

We present a new algorithm for multi-class classification with multiple kernels. Our algorithm is based on a natural notion of the multi-class margin of a kernel. We show that larger values of this quantity guarantee the existence of an accurate multi-class predictor and also define a family of multiple kernel algorithms based on the maximization of the… (More)

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Cite this paper

@inproceedings{Cortes2013MultiClassCW, title={Multi-Class Classification with Maximum Margin Multiple Kernel}, author={Corinna Cortes and Mehryar Mohri and Afshin Rostamizadeh}, booktitle={ICML}, year={2013} }