图 书 馆
现代大数据的现代非参数统计Modern Nonparametric Statistics on Modern Big Data |
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| 课程网址: | http://videolectures.net/nipsworkshops2012_gray_statistics/ |
| 主讲教师: | Alexander Gray |
| 开课单位: | 乔治亚理工学院 |
| 开课时间: | 2013-01-16 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Modern data is increasing very large in terms of both the number of objects and the number of dimensions. While in a statistical sense massive amounts of data make nonparametric methods entirely appropriate, their computational cost has made practitioners typically conclude that they are not possible in such scenarios. I will review a few common conceptual classes of nonparametric methods, including both classical and modern variants, then review recent algorithmic advances which can make nonparametric methods tractable |
| 关 键 词: | 非参数方法; 计算成本; 现代数据 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-08：lxf |
| 阅读次数: | 45 |