Harlin Lee

Neural Wasserstein Splines: Representation-Invariant Second-Order Priors for Trajectory Inference

Population dynamics are often observed only as unpaired snapshots, which leave the evolution between measurements underdetermined. Second-order regularization can constrain it, but a penalty on the accelerations of sampled particles is a prior on joint particle paths, and different particle representations of the same...