A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning.

Arash Afkanpour, András György, Csaba Szepesvári, Michael Bowling

Abstract: We consider the problem of simultaneously learning to linearly combine a very large number of kernels and learn a good predictor based on the learnt kernel. When the number of kernels d to be combi...