图 书 馆
动态系统应用中希尔伯特空间嵌入的条件分布Hilbert Space Embeddings of Conditional Distributions with Applications to Dynamical Systems |
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| 课程网址: | http://videolectures.net/icml09_song_hsec/ |
| 主讲教师: | Le Song |
| 开课单位: | 乔治亚理工学院 |
| 开课时间: | 2009-08-26 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In this paper, we extend the Hilbert space embedding approach to handle conditional distributions. This leads us to a nonparametric method for modeling dynamical systems, and allows us to update the belief state of a dynamical system by maintaining a conditional embedding. Our method is very general in terms of both the domains and the types of distributions that it can handle, and we demonstrate the effectiveness of our method in various dynamical systems. We expect that Hilbert space embedding of {\em conditional} distributions will have wide applications beyond modeling dynamical systems. |
| 关 键 词: | 希尔伯特空间嵌入; 条件分布; 动力系统 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-01-30：nkq |
| 阅读次数: | 171 |