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.
Cite
@article{arxiv.1302.0406,
title = {Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning},
author = {Purushottam Kar},
journal= {arXiv preprint arXiv:1302.0406},
year = {2013}
}