图 书 馆
学习算法及其估算Algorithms for Learning and their Estimates |
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| 课程网址: | http://videolectures.net/mlss05us_smale_alte/ |
| 主讲教师: | Steve Smale |
| 开课单位: | 加州大学 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We will try to give an elementary account of bounds for "regularized least squares" that reflects our current knowledge. The framework for the discussion is that of Reproducing Kernel Hilbert Spaces, with a regression point of view. As a corollary of these ideas we will see some estimates for the binary classification problem. The talk will be based on joint work with Felipe Cucker and Ding-Xuan? Zhou. |
| 关 键 词: | 正则化最小二乘; 回归; 二元分类 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-07-10：lxf |
| 阅读次数: | 67 |