Search Results for author: Rojin Safavi

Found 1 papers, 0 papers with code

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

no code implementations17 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.

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