Lie PCA: Density estimation for symmetric manifolds

Jameson Cahill, Dustin G. Mixon, Hans Parshall

We introduce an extension to local principal component analysis for learning symmetric manifolds. In particular, we use a spectral method to approximate the Lie algebra correspondi…