An Unsupervised Algorithm For Learning Lie Group Transformations

Jascha Sohl-Dickstein, Ching Ming Wang, Bruno A. Olshausen

We present several theoretical contributions which allow Lie groups to be fit to high dimensional datasets. Transformation operators are represented in their eigen-basis, reducing…