MarkovModulatedGaussianCoxProcessesforSemi-StationaryIntensityModelingofEventsDataMinyoungKim12Abstractreducetheburdenofdecidinganappropriateformofλ(t).Anotheristoregardλ(t)asarandomprocess,known...
Large-ScaleCoxProcessInferenceusingVariationalFourierFeaturesSTJohn1JamesHensman1Abstractspatiotemporaldomain,whichcannotbecomputedingen-eral.Therearethreepotentialremediestothisissue.First,Gaussia...
