图 书 馆
学习与预测的一项调查Learning and Prediction - A Survey |
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| 课程网址: | http://videolectures.net/mla09_pelckmans_lap/ |
| 主讲教师: | Kristiaan Pelckmans |
| 开课单位: | 乌普萨拉大学 |
| 开课时间: | 2009-07-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This survey considers the design of methods for learning mathematical models from data. The contemporary toolbox of machine learning consists of a wide set of techniques, essentially reducing to a few formal arguments. The aim of this presentation is then to give insight in some of them, and to argue how they could be implemented successfully. When doing so, we will touch topics as risk-based modeling, probabilistic inference, convex optimization and kernel-based learning amongst others. I will exemplify two application areas, namely (A) identification of dynamic systems, and (B) modeling and prediction of reliability data. |
| 关 键 词: | 数学模型; 机器学习工具箱; 动态系统 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-06-28：cjy |
| 阅读次数: | 26 |