双管套索（稀疏正则相关分析） ][The Double-Barrelled LASSO (Sparse Canonical Correlation Analysis)]

双管套索（稀疏正则相关分析） The Double-Barrelled LASSO (Sparse Canonical Correlation Analysis)


课程网址:	http://videolectures.net/lms08_hardoon_scca/
主讲教师:	David R. Hardoon
开课单位:	伦敦环球大学
开课时间:	2008-12-20
课程语种:	英语
中文简介:	我们提出了一种新的方法，以凸面最小二乘方法求解双裸露LASSO。在所提出的方法中，我们关注于一个人对第一视图感兴趣（或限于）原始（特征）表示同时具有第二视图的双（内核）表示的情景。 DB LASSO最小化原始和双重投影中使用的特征数量，二乘方法同时最小化两个视图之间的误差（最大化相关性）。
课程简介:	We present a new method which solves a double-barelled LASSO in a convex least squares approach. In the presented method we focus on the scenario where one is interested in (or limited to) a primal (feature) representation for the first view while having a dual (kernel) representation for the second view. DB-LASSO minimises the number of features used in both the primal and dual projections while minimising the error (maximising the correlation) between the two views.
关键词:	二乘方法; 视图; 内核
课程来源:	视频讲座网
最后编审:	2019-05-14：lxf
阅读次数:	42

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