Deep Invertible Approximation of Topologically Rich Maps between Manifolds

Michael Puthawala, Matti Lassas, Ivan Dokmanic +2

How can we design neural networks that allow for stable universal approximation of maps between topologically interesting manifolds? The answer is with a coordinate projection. Neu…