图 书 馆
概率密度估计框架A Framework for Probability Density Estimation |
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| 课程网址: | http://videolectures.net/ripd07_david_fbd/ |
| 主讲教师: | Shai Ben-David |
| 开课单位: | 滑铁卢大学 |
| 开课时间: | 2008-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The talk introduces a new framework for learning probability density functions by assessing their performance against a set of 'test functions'. A theoretical analysis suggests that we can tailor a distribution for a class of tasks by training it to fit a small subsample. There is a trade-off between the complexity of the class of distributions used for the distribution and the complexity of the set of tasks. Experimental evidence is given to support the theoretical analysis. |
| 关 键 词: | 测试函数; 概率密度; 任务集 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-17：lxf |
| 阅读次数: | 60 |