A General and Efficient Multiple Kernel Learning Algorithm

The final version is available for download here. This work is an extension of our work Learning interpretable SVMs presented at RECOMB 2005. The Appendix Derivation of the MKL Dual for Generic Loss Functions can be found here.

Information about a related publication which also contains data used for this paper can be found here.