图 书 馆
分类的贝叶斯分析PAC-Bayes Analysis of Classification |
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| 课程网址: | http://videolectures.net/aop07_shawe_taylor_pba/ |
| 主讲教师: | John Shawe-Taylor |
| 开课单位: | 伦敦大学学院 |
| 开课时间: | 2007-12-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The lecture will introduce the PAC Bayes approach to the statistical analysis of learning. After some historical introduction, the key theorems will be covered. We will then consider some applications including for Support Vector Machines and novelty detection. A discussion of the status of the prior in the approach will lead to an investigation of how learning the prior can be used in practical applications. Discussions of further extensions of the approach will conclude the presentation. |
| 关 键 词: | 分类; 贝叶斯; 分析 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-02-04：nkq |
| 阅读次数: | 29 |