Unsupervised Representation Learning from Sparse Transformation Analysis

Yue Song, Thomas Anderson Keller, Yisong Yue +2

There is a vast literature on representation learning based on principles such as coding efficiency, statistical independence, causality, controllability, or symmetry. In this pape…