Linearized Wasserstein dimensionality reduction with approximation guarantees

Alexander Cloninger, Keaton Hamm, Varun Khurana +1

We introduce LOT Wassmap, a computationally feasible algorithm to uncover low-dimensional structures in the Wasserstein space. The algorithm is motivated by the observation that ma…