OptimalNon-ConvexExactRecoveryinStochasticBlockModelviaProjectedPowerMethodPengWang1HuikangLiu2ZiruiZhou3AnthonyMan-ChoSo1Abstractmodel(SBM),whichtendstogenerategraphscontainingunderlyingcommunitys...
ExactOptimizationofConformalPredictorsviaIncrementalandDecrementalLearningGiovanniCherubin1KonstantinosChatzikokolakis2MartinJaggi3Abstractclustering(Cherubinetal.,2015).Furthermore,theycanbeusedto...
ExactGapbetweenGeneralizationErrorandUniformConvergenceinRandomFeatureModelsZitongYang1YuBai2SongMei3AbstractBoundsonuniformconvergenceusuallytaketheformofcomplexity/n(Vapnik,1995),wherethenumerato...
AnExactSolverfortheWeston-WatkinsSVMSubproblemYutongWang1ClaytonScott12Abstractslightedgeintermsofbothefficiencyandaccuracy.ThisworkfocusesonthecomputationalissuesofsolvingtheRecentempiricalevidenc...
ScalableExactInferenceinMulti-OutputGaussianProcessesWesselP.Bruinsma12EricPerim2WillTebbutt1J.ScottHosking34ArnoSolin5RichardE.Turner16Abstract(Hennigetal.,2015),suchasinoptimisation(Brochuetal.,2...
NeuralNetworksareConvexRegularizers:ExactPolynomial-timeConvexOptimizationFormulationsforTwo-layerNetworksMertPilanci1TolgaErgen1Abstractconnectionstokernelmethods,andshowedthatrandomlyinitializedg...
EquivariantFlows:ExactLikelihoodGenerativeLearningforSymmetricDensitiesJonasKo¨hler1LeonKlein1FrankNoe´123Abstractproblems,suchasvalidconformationsofproteins.NormalizingflowsareExact-likelihoodge...
BoXHED:BoostedExactHazardEstimatorwithDynamiccovariatesXiaochenWang1ArashPakbin2BobakJ.Mortazavi2HongyuZhao1DonaldK.K.Lee3Abstractdying,butalsowhenthatmighthappen,inordertoprovidetimelycriticalcare...
ANearly-LinearTimeAlgorithmforExactCommunityRecoveryinStochasticBlockModelPengWang1ZiruiZhou2AnthonyMan-ChoSo1Abstractsocialscience(Girvan&Newman,2002),tonameafew.Inresearchoncommunityestimation,th...
ScalableMetropolis–HastingsforExactBayesianInferencewithLargeDatasetsRobCornish1PaulVanetti1AlexandreBouchard-Coˆte´2GeorgeDeligiannidis13ArnaudDoucet13AbstractLikelihoodevaluationsperiteration1...
ExactInferenceforIntegerLatent-VariableModelsKevinWinner1DeboraSujono1DanSheldon12Abstractever,thissituationisrareandconsequently,muchresearchtodayisdevotedtogeneral-purposeapproximateinferenceGrap...
ExactMAPInferencebyAvoidingFractionalVerticesErikM.Lindgren1AlexandrosG.Dimakis1AdamKlivans2AbstracttionisgivenbyGivenagraphicalmodel,oneessentialprob-lemisMAPinference,thatis,findingthemostlik...