Black-boxdensityfunctionestimationusingrecursivePartitioningErikBodin1ZhenwenDai2NeillD.F.Campbell3CarlHenrikEk4Abstractispreventingtractablecomputationsisthatthedensityfunc-tiondoesnothaveanamenab...
DistributedClusteringviaLSHBasedDataPartitioningAdityaBhaskara1MaheshakyaWijewardena1Abstractmanyformulationshavebeenverysuccessfulinapplica-tions,includingk-means,k-median,k-center,andvariousGiven...
RobustSubmodularMaximization:ANon-UniformPartitioningApproachIlijaBogunovic1SlobodanMitrovic´2JonathanScarlett1VolkanCevher1AbstractInmanyapplicationsofinterest,onerequiresrobustnessinthesolutions...
RecursivePartitioningforPersonalizationusingObservationalDataNathanKallus1Abstractwhichcanbepotentiallymassiveasinelectronicmedi-calrecords(EMRs)but,atthesametime,lackexperimen-Westudytheproblemofl...