no code implementations • 17 Sep 2019 • Omid Shams Solari, Rojin Safavi, James B. Brown
We introduce Block Sparse Canonical Correlation Analysis which estimates multiple pairs of canonical directions (together a "block") at once, resulting in significantly improved orthogonality of the sparse directions which, we demonstrate, translates to more interpretable solutions.