Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data

Thomas T. C. K. Zhang, Leonardo F. Toso, James Anderson +1

A powerful concept behind much of the recent progress in machine learning is the extraction of common features across data from heterogeneous sources or tasks. Intuitively, using a…