Non-Sparse Regularization for Multiple Kernel Learning

Marius Kloft, Ulf Brefeld, Soeren Sonnenburg +1

Learning linear combinations of multiple kernels is an appealing strategy when the right choice of features is unknown. Previous approaches to multiple kernel learning (MKL) promot…