CollectiveModelFusionforMultipleBlack-boxExpertsQuangMinhHoang1TrongNghiaHoang2BryanKianHsiangLow3CarlKingsford1Abstractfusion,localexpertsarefurtherexpectedtohaveemployedahomogeneousdesignwithlimi...
White-boxvsBlack-box:BayesOptimalStrategiesforMembershipInferenceAlexandreSablayrolles12MatthijsDouze2YannOllivier2CordeliaSchmid1Herve´Je´gou2Abstractboththeprivacyandintellectualpropertyassocia...
TowardsBlack-boxIterativeMachineTeachingWeiyangLiu1BoDai1XingguoLi2ZhenLiu1JamesM.Rehg1LeSong13AbstractCommonKnowledgeRepresentationSpaceInthispaper,wemakeanimportantstepto-wardstheBlack-boxmachine...
Multi-FidelityBlack-boxOptimizationwithHierarchicalPartitionsRajatSen1KirthevasanKandasamy2SanjayShakkottai1AbstractsimpleregretRn,f(x(n)).Motivatedbysettingssuchashyper-parameterRn=supf(x)tuningan...
Black-boxAdversarialAttackswithLimitedQueriesandInformationAndrewIlyas12LoganEngstrom12AnishAthalye12JessyLin12Abstractasubstitutenetworktoemulatetheoriginalnetworkandthenattacksthesubstitutewithfi...
Black-boxVariationalInferenceforStochasticDifferentialEquationsThomasRyder12AndrewGolightly1A.StephenMcGough2DennisPrangle1Abstracterrorinvolvedconvergestozeroasthegridbecomesfiner.Parameterinferen...
UnderstandingBlack-boxPredictionsviaInfluenceFunctionsPangWeiKoh1PercyLiang1Abstractpoint(Ribeiroetal.,2016)orbyperturbingthetestpointtoseehowthepredictionchanges(Simonyanetal.,2013;LiHowcanweexpla...