Minimax and Adaptive Transfer Learning for Sparse Canonical Correlation Analysis

Bo Fu, Dandan Jiang

We develop a transfer learning framework for high-dimensional sparse canonical correlation analysis (CCA) with multiple heterogeneous source datasets. Our goal is to improve estima…