Saketha Nath Jagarlapudi

Statistical Optimal Transport posed as Learning Kernel Embedding

The objective in statistical Optimal Transport (OT) is to consistently estimate the optimal transport plan/map solely using samples from the given source and target marginal distributions. This work takes the novel approach of posing statistical OT as that of learning the transport plan's kernel mea…