图 书 馆
核方法的优化Optimization for Kernel Methods |
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| 课程网址: | http://videolectures.net/mlss06au_keerthi_okm/ |
| 主讲教师: | Sathiya Keerthi |
| 开课单位: | 雅虎 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Optimization methods play a crucial role in kernel methods such as Support Vector Machines and Kernel Logistic Regression. In a variety of scenarios, different optimization algorithms are better suited than others. The aims of the six lectures in this topic are: (1) to introduce a range of optimization problems that arise in the solution of classification problems by kernel methods; (2) to briefly review the relevant optimization algorithms; and (3) to point out in some detail as to which optimization methods are suited for these varied problems. |
| 关 键 词: | 优化算法; 核逻辑; 向量机 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-11-02：chenjy |
| 最后编审: | 2023-05-13：chenjy |
| 阅读次数: | 30 |