Indefinite Kernel Network with lq-Norm Regularization

We study the asymptotical properties of indefinite kernel network with lq-norm regularization. The framework under investigation is different from classical kernel learning. Positive semidefiniteness is not required by the kernel function. By a new step stone technique, without any interior cone con...

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Bibliographic Details
Main Authors: Zhongfeng Qu, Hongwei Sun
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2016/6516258