BLOCCS: Block Sparse Canonical Correlation Analysis With Application To Interpretable Omics Integration

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 or…