Optimal Transport, Deep Learning, Computational Geometry, Probability Distributions, Convex Optimization.
training sample data will be distributed accordingly in this space. Now, it seems we can answer the question: what does deep learning really learn? It learns the probability distribution on a manifold. However, the distribution of the latents points in latent space may not be continuous. This may