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lp-Norm Multiple Kernel Learning

Published in Journal of Machine Learning Research • Jul 1, 2011
NobleIDNI0P01W44R08S39
Authors:
KloftMarius
,
BrefeldUlf
,
SonnenburgSören

Abstract

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) promote sparse kernel c...

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