The learning rate of l <sub class="a-plus-plus">2</sub>-coefficient regularized classification with strong loss
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- 作者：Bao Huai Sheng
- 所属单位：数理与信息工程学院
- 文献类型：期刊
- 发表时间：2013-01-01
- 发表刊物：Acta Mathematica Sinica
- 卷号：Vol.29
- 期号：No.12
- 页面范围：2397-2408
- Issn号：1439-8516
- 是否译文：否
- 关键字：Kernel;classification;learning;rate;coefficient;regularization;strong;convex;loss;function;68Q32;62C20;90C25
- 摘要：In the present paper, we give an investigation on the learning rate of l 2 -coefficient regularized classification with strong loss and the data dependent kernel functional spaces. The results show that the learning rate is influenced by the strong conve
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