Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning

Purushottam Kar

arxiv: 1302.0406 · v1 · pith:VVCC54HGnew · submitted 2013-02-02 · 💻 cs.LG · stat.ML

Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning

Purushottam Kar This is my paper

classification 💻 cs.LG stat.ML

keywords frameworkkernellearningboundsgeneralizationmultiplets-mklbinary

0 comments

read the original abstract

We present generalization bounds for the TS-MKL framework for two stage multiple kernel learning. We also present bounds for sparse kernel learning formulations within the TS-MKL framework.

This paper has not been read by Pith yet.

Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning

discussion (0)