TheEarthMover’sPinballLoss:QuantilesforHistogram-ValuedRegressionFlorianList1AbstractFigure1.ComicofourmethodforDeepLearning-basedhistogramregression:aneuralnetwork(NN)fθwithweightsθistrainedAlt...
DiffusionEarthMover’sDistanceandDistributionEmbeddingsAlexanderTong1GuillaumeHuguet23AmineNatik23KincaidMacDonald4ManikKuchroo51RonaldR.Coifman4GuyWolf†23SmitaKrishnaswamy†51Abstract1.Introducti...
Linear-ComplexityData-ParallelEarthMover’sDistanceApproximationsKubilayAtasu1ThomasMittelholzer2AbstractInthetextretrievaldomain,anadaptationofEMD,calledWordMoversDistance(WMD),hasemergedasastate-...