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支持向量机优化：对训练集大小的逆依赖SVM Optimization: Inverse Dependence on Training Set Size |
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| 课程网址: | http://videolectures.net/icml08_srebro_svo/ |
| 主讲教师: | Nathan Srebro |
| 开课单位: | 芝加哥丰田技术学院 |
| 开课时间: | 2008-07-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We discuss how the runtime of SVM optimization should decrease as the size of the training data increases. We present theoretical and empirical results demonstrating how a simple subgradient descent approach indeed displays such behavior, at least for linear kernels. |
| 关 键 词: | 向量机优化; 训练集; 逆依赖 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-29：yumf |
| 阅读次数: | 113 |