Extendable and invertible manifold learning with geometry regularized autoencoders

Andrés F. Duque, Sacha Morin, Guy Wolf +1

A fundamental task in data exploration is to extract simplified low dimensional representations that capture intrinsic geometry in data, especially for faithfully visualizing data…