Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results

Biqian Cheng, Evangelos E. Papalexakis, Jia Chen

Canonical Correlation Analysis (CCA) has been widely applied to jointly embed multiple views of data in a maximally correlated latent space. However, the alignment between various…