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内核测试过程The Kernel Beta Process |
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| 课程网址: | http://videolectures.net/nipsworkshops2012_carin_methods/ |
| 主讲教师: | Lawrence Carin |
| 开课单位: | 杜克大学 |
| 开课时间: | 2013-01-16 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | For handling large-scale problems, methods like Gaussian processes can be computationally challenging. In this paper, we discuss how use of alternative kernel methods can be employed to accelerate computations, without loss of modeling power. We examine this in the context of general nonparametric Bayesian models, with specific applications within the Beta process. The theoretical and algorithmic issues are discussed, with demonstration via several examples. |
| 关 键 词: | 高斯过程; 替代内核; 非参数贝叶斯模型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-08：lxf |
| 阅读次数: | 69 |