WeisfeilerandLehmanGoTopological:MessagePassingSimplicialNetworksCristianBodnar1FabrizioFrasca23YuGuangWang456NinaOtter7GuidoMontu´far47PietroLio`1MichaelM.Bronstein23Abstractv0v10v9v6v7Thepairwis...
TopologicalAutoencodersMichaelMoor†12MaxHorn†12BastianRieck‡12KarstenBorgwardt‡12Abstractthefollowingcontributions:Weproposeanovelapproachforpreservingtopo-1.WedevelopanewTopologicallosstermfor...
HallucinativeTopologicalMemoryforZero-ShotVisualPlanningKaraLiu1ThanardKurutach1ChristineTung1PieterAbbeel1AvivTamar12Abstracttemdynamicsarenotknown,andonlyadatasetofstatetransitionsisavailable.Inp...
TopologicalDataAnalysisofDecisionBoundarieswithApplicationtoModelSelectionKarthikeyanNatesanRamamurthy1KushR.Varshney1KrishnanMody12Abstractofneuralnetworkdecisionboundaries.Persistenthomologyinvol...
TopologicalMixtureEstimationSteveHuntsman1Abstractratescomponentdensities.Wefurthershowhowtoopti-mallysmooththemixturewhentheinputdensityitselfisbe-WeintroduceTopologicalmixtureestimation,aingestim...