A Deep Generative Approach to Stratified Learning

Randy Martinez, Rong Tang, Lizhen Lin

While the manifold hypothesis is widely adopted in modern machine learning, complex data is often better modeled as stratified spaces -- unions of manifolds (strata) of varying dim…