图 书 馆
组织理论与机器学习Group Theory and Machine Learning |
|
| 课程网址: | http://videolectures.net/mlcued08_kondor_gtm/ |
| 主讲教师: | Risi Kondor |
| 开课单位: | 伦敦全球大学 |
| 开课时间: | 2008-03-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | **Machine Learning Tutorial Lecture** The use of algebraic methods—specifically group theory, representation theory, and even some concepts from algebraic geometry—is an emerging new direction in machine learning. The purpose of this tutorial is to give an entertaining but informative introduction to the background to these developments and sketch some of the many possible applications, including multi-object tracking, learning rankings, and constructing translation and rotation invariant features for image recognition. The tutorial is intended to be palatable by a non-specialist audience with no prior background in abstract algebra. |
| 关 键 词: | 机器学习教程; 代数方法; 图像识别 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-06-30：yuh |
| 阅读次数: | 94 |