Search Results for author: John Moeller

Found 3 papers, 1 papers with code

A Unified View of Localized Kernel Learning

no code implementations4 Mar 2016 John Moeller, Sarathkrishna Swaminathan, Suresh Venkatasubramanian

Multiple Kernel Learning, or MKL, extends (kernelized) SVM by attempting to learn not only a classifier/regressor but also the best kernel for the training task, usually from a combination of existing kernel functions.

A Geometric Algorithm for Scalable Multiple Kernel Learning

no code implementations25 Jun 2012 John Moeller, Parasaran Raman, Avishek Saha, Suresh Venkatasubramanian

We present a geometric formulation of the Multiple Kernel Learning (MKL) problem.

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