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  • 标题:Indefinite Kernel Network with -Norm Regularization
  • 本地全文:下载
  • 作者:Zhongfeng Qu ; Hongwei Sun
  • 期刊名称:Discrete Dynamics in Nature and Society
  • 印刷版ISSN:1026-0226
  • 电子版ISSN:1607-887X
  • 出版年度:2016
  • 卷号:2016
  • DOI:10.1155/2016/6516258
  • 出版社:Hindawi Publishing Corporation
  • 摘要:We study the asymptotical properties of indefinite kernel network with -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 condition for input space and condition for the probability measure , satisfied error bounds and learning rates are deduced.
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