图 书 馆
图形模型Graphical Models |
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| 课程网址: | http://videolectures.net/bootcamp2010_archambeau_gm/ |
| 主讲教师: | Cedric Archambeau |
| 开课单位: | 伦敦大学学院 |
| 开课时间: | 2010-08-05 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We will discuss probabilistic graphical models associated to directed and undirected graphs. We will introduce exact inference algorithms, such as the sum-product algorithm, and apply it to hidden Markov models. We will also discuss elements of learning in graphical models including maximum likelihood, maximum a posteriori and the expectation-maximisation algorithm. |
| 关 键 词: | 概率图模型; 推理算法; 和积算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-02-04：nkq |
| 阅读次数: | 64 |