图 书 馆
身份管理问题中的傅立叶信息二重性Fourier-Information Duality in the Identity Management Problem |
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| 课程网址: | http://videolectures.net/ecmlpkdd2011_jiang_fourier/ |
| 主讲教师: | Xiaoye Jiang |
| 开课单位: | 斯坦福大学 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We compare two recently proposed approaches for representing probability distributions over the space of permutations in the context of multi-target tracking. We show that these two representations, the Fourier approximation and the information form approximation can both be viewed as low dimensional projections of a true distribution, but with respect to different metrics.We identify the strengths and weaknesses of each approximation, and propose an algorithm for converting between the two forms, allowing for a hybrid approach that draws on the strengths of both representations. We show experimental evidence that there are situations where hybrid algorithms are favorable. |
| 关 键 词: | 计算机科学; 机器学习; 傅里叶 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-11-30：lxf |
| 阅读次数: | 51 |