Regularised Canonical Correlation Analysis: graphical lasso, biplots and beyond

Lennie Wells, Kumar Thurimella, Sergio Bacallado

Recent developments in regularized Canonical Correlation Analysis (CCA) promise powerful methods for high-dimensional, multiview data analysis. However, justifying the structural a…