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分类中梯度和坐标协变量的估计

Estimation of gradients and coordinate covariation in classification
课程网址: http://videolectures.net/oh06_mukherjee_egccc/  
主讲教师: Sayan Mukherjee
开课单位: 杜克大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
我们引入了一种算法,该算法在监督学习框架中同时估计分类函数及其梯度。该算法的动机是找到显着变量并估计它们如何变换。给出了关于存储器和时间的有效实现。
课程简介: We introduce an algorithm that simultaneously estimates a classification function as well as its gradient in the supervised learning framework. The motivation for the algorithm is to find salient variables and estimate how they covary. An efficient implementation with respect to both memory and time is given.
关 键 词: 监督学习; 分类函数; 存储器
课程来源: 视频讲座网
最后编审: 2019-09-08:lxf
阅读次数: 62