Sparse Weighted Canonical Correlation Analysis

Wenwen Min, Juan Liu, Shihua Zhang

Given two data matrices $X$ and $Y$, sparse canonical correlation analysis (SCCA) is to seek two sparse canonical vectors $u$ and $v$ to maximize the correlation between $Xu$ and $…