Guided Manifold Alignment with Geometry-Regularized Twin Autoencoders

Jake S. Rhodes, Adam G. Rustad, Marshall S. Nielsen +3

Manifold alignment (MA) involves a set of techniques for learning shared representations across domains, yet many traditional MA methods are incapable of performing out-of-sample e…