Exploring the Manifold of Neural Networks Using Diffusion Geometry

Elliott Abel, Andrew J. Steindl, Selma Mazioud +12

Drawing motivation from the manifold hypothesis, which posits that most high-dimensional data lies on or near low-dimensional manifolds, we apply manifold learning to the space of…