Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds
Huguet G, Tong A, Zapatero M, Tape C, Wolf G, Krishnaswamy S. Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds. 2023, 00: 1-6. DOI: 10.1109/mlsp55844.2023.10285995.Peer-Reviewed Original ResearchOptimal transport distanceHeat kernelHigh-dimensional single-cell dataGraph LaplacianOptimal transportSinkhornChebyshev polynomialsEfficient computationSuch computationsManifold graphComputationSingle-cell dataBarycenterGround distanceKernelData scienceManifoldPolynomialsLaplacianCell dataGraphDistributionDistanceDatapointsTransport distance