RevisitingPointCloudShapeClassificationwithaSimpleandEffectiveBaselineAnkitGoyal1HeiLaw1BoweiLiu1AlejandroNewell1JiaDeng1AbstractFigure1.PerformanceofdifferentmodelsonModelNet40.Thoseusing>1024poin...
Neural-Pull:LearningSignedDistanceFunctionsfromPointCloudsbyLearningtoPullSpaceontoSurfacesBaoruiMa1ZhizhongHan2Yu-ShenLiu1MatthiasZwicker3Abstract2020;Takikawaetal.,2021;Marteletal.,2021;Oechsleet...
GlobalinducingPointvariationalposteriorsforBayesianneuralnetworksanddeepGaussianprocessesSebastianW.Ober1LaurenceAitchison2Abstractspecifyafamilyofapproximateposteriorsovertheweights,withtheclassic...
ADifferentiablePointProcesswithItsApplicationtoSpikingNeuralNetworksHiroshiKajino1Abstractraisesthefollowingquestion:howmuchofthecurrentper-formancegapscanbeattributedtothisdifferenceonneuralThispa...
SinglePointTransductivePredictionNileshTripuraneni1LesterMackey2AbstractcanknowledgeofasingletestPointx?beleveragedtoimprovepredictionforx??IntherandomdesignlinearStandardmethodsinsupervisedlearnin...
HypernetworkApproachtoGeneratingPointCloudsPrzemysławSpurek1SebastianWinczowski1JacekTabor1MaciejZamorski23MaciejZieba23TomaszTrzcin´ski43AbstractFigure1.MeshrepresentationsgeneratedbyourHyperClo...
FromLocalSGDtoLocalFixed-PointMethodsforFederatedLearningGrigoryMalinovsky1DmitryKovalev2ElnurGasanov2LaurentCondat2PeterRichtárik2Abstractoneplaceistocommunicate,tokeepmovingtowardsthesolutionoft...
GDPP:LearningDiverseGenerationsusingDeterminantalPointProcessesMohamedElfeki1CamilleCouprie2MorganeRivie`re2MohamedElhoseiny23AbstractGenerativemodelshaveproventobeanoutstand-Figure1.InspiredbyDPP,...
DefendingAgainstSaddlePointAttackinByzantine-RobustDistributedLearningDongYin1YudongChen2KannanRamchandran1PeterBartlett13Abstractarestoredandprocessedlocallyinendusers’cellphonesandpersonalcomput...
LearningRegisteredPointProcessesfromIdiosyncraticObservationsHongtengXu12LawrenceCarin1HongyuanZha3AbstractRegisteredIntensityfunctionTemporalAparametricPointprocessmodelisdeveloped,withmodelingbas...
KernelRecursiveABC:PointEstimationwithIntractableLikelihoodTakafumiKajihara12MotonobuKanagawa3KeisukeYamazaki2KenjiFukumizu4Abstractpopulationgenetics(Pritchardetal.,1999)anddynamicalsystems(Toniet...
BayesianModelSelectionforChangePointDetectionandClusteringOthmaneMazhar1CristianR.Rojas1CarloFischione1MohammadRezaHesamzadeh1Abstractmighthavedifferentbehaviorcorrespondingtodifferentpriceregimest...
VariationalPolicyforGuidingPointProcessesYichenWang1GradyWilliams2EvangelosTheodorou2LeSong1AbstractOurworkTemporalPointprocesseshavebeenwidelyap-Findoptimalmeasure6∗6∗inclosedformVariationalInfe...
LearningDeterminantalPointProcesseswithMomentsandCyclesJohnUrschel1Victor-EmmanuelBrunel1AnkurMoitra1PhilippeRigollet1Abstracteigenvaluesareboundedintherange[0,1].ThentheDPPassociatedwithK,whichwed...
FasterGreedyMAPInferenceforDeterminantalPointProcessesInsuHan1PrabhanjanKambadur2KyoungsooPark1JinwooShin1Abstractposedetection(Kuleszaetal.,2012),clustering(Kang,2013)andtweettime-linegeneration(Y...
FakeNewsMitigationviaPointProcessBasedInterventionMehrdadFarajtabar1JiachenYang1XiaojingYe2HuanXu3RakshitTrivedi1EliasKhalil1ShuangLi3LeSong1HongyuanZha1Abstractriesfromreputablemajornewsoutlets(Si...