IEEE - Institute of Electrical and Electronics Engineers, Inc. - Elastic-net constrained multiple kernel learning using a majorization-minimization approach

2015 7th Computer Science and Electronic Engineering Conference (CEEC)

Author(s): Luca Citi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2015
Conference Location: Colchester, UK
Conference Date: 24 September 2015
Page(s): 29 - 34
ISBN (Electronic): 978-1-4673-9481-9
ISBN (USB): 978-1-4673-9480-2
DOI: 10.1109/CEEC.2015.7332695
Regular:

This papers introduces an algorithm for the solution of multiple kernel learning (MKL) problems with elastic-net constraints on the kernel weights. While efficient algorithms exist for MKL... View More

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