图 书 馆
通用建模：现代MDL介绍Universal Modeling: Introduction to modern MDL |
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| 课程网址: | http://videolectures.net/mlss03_grunwald_imm/ |
| 主讲教师: | Peter Grünwald |
| 开课单位: | 威斯康星与信息中心 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We give a tutorial introduction to the *modern* Minimum Description Length (MDL) Principle, taking into account the many refinements and developments that have taken place in the 1990s. These do not seem to be widely known outside the information theory community. We will especially emphasize the use of MDL in classification. We also consider the connections between MDL, Bayesian inference, maximum entropy inference and structural risk minimization. |
| 关 键 词: | 算法信息论; 机器学习; 最小描述长度 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-29：yumf |
| 阅读次数: | 31 |