"Testing"的相关文档

标签“Testing”的相关文档，共18条

Testing DNN-based Autonomous Driving Systems under Critical Environmental Conditions
TestingDNN-basedAutonomousDrivingSystemsunderCriticalEnvironmentalConditionsZhongLi12MinxuePan13TianZhang12XuandongLi12AbstractFigure1.TestingdrivingscenesgeneratedbyDeepXplore(Peietal.,2017),DeepT...
under Systems Testing autonomous Critical
2023-11-16 19:42:049242.24 MB3
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Testing Group Fairness via Optimal Transport Projections
TestingGroupFairnessviaOptimalTransportProjectionsNianSi1KarthyekMurthy2JoseBlanchet1VietAnhNguyen13AbstractAnaturalﬁrstexplanationforthereportedalgorithmicbi-asesisthatthedatausedtotrainthealgori...
via Optimal Transport Group Fairness
2023-11-16 19:42:031800496.48 KB24
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Robust Testing and Estimation under Manipulation Attacks
RobustTestingandEstimationunderManipulationAttacksJayadevAcharya1ZitengSun1HuanyuZhang1Abstractchallengesaboveexistsimultaneously.Motivatedbytheirwork,wefurtherstudymanipulationattacksforinferenceW...
and Robust Estimation under Testing
2023-11-16 19:41:381061353.73 KB12
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On Recovering from Modeling Errors Using Testing Bayesian Networks
OnRecoveringfromModelingErrorsUsingTestingBayesianNetworksHaiyingHuang1AdnanDarwiche1Abstracttoprovideguaranteesonthelearnedfunctions.Yet,model-basedsupervisedlearninghasbeenoutperformedbytheWecons...
from Using on Testing Modeling
2023-11-16 19:15:441060589.15 KB7
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Active Testing Sample-Efficient Model Evaluation
ActiveTesting:Sample–EfﬁcientModelEvaluationJannikKossen1SebastianFarquhar1YarinGal1TomRainforth2AbstractDifferencetoFullTestLoss×10−2I.I.D.Acquisition5ActiveTestingWeintroduceanewframeworkfors...
Active Model Evaluation Testing Sample-Efficient
2023-11-16 18:00:24820684 KB10
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Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting
ConﬁdenceSetsandHypothesisTestinginaLikelihood-FreeInferenceSettingNiccolo`Dalmasso1RafaelIzbicki2AnnB.Lee1Abstract1.IntroductionParameterestimation,statisticaltestsandconﬁ-Parameterestimation,st...
and Hypothesis in Testing Confidence
2023-11-14 21:43:3317411.42 MB16
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Conditional Independence in Testing Bayesian Networks
ConditionalIndependenceinTestingBayesianNetworksYujiaShen1HaiyingHuang1ArthurChoi1AdnanDarwiche1Abstractusedforreasoning.Asaresult,inaTBN,ajointmarginalquerycorrespondstoapiecewisemulti-linearfunct...
Networks Independence Bayesian in Conditional
2023-11-13 14:46:4310221.1 MB11
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Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
AdaptiveMonteCarloMultipleTestingviaMulti-ArmedBanditsMartinJ.Zhang1JamesZou123DavidTse1Abstractwhosegoalistoidentifyassociationsbetweenthegeno-types(singlenucleotidepolymorphismsorSNPs)andtheMonte...
Adaptive via Multiple Monte Carlo
2023-11-13 14:46:1811381.83 MB21
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Testing Sparsity over Known and Unknown Bases
TestingSparsityoverKnownandUnknownBasesSiddharthBarman1ArnabBhattacharyya1SuprovatGhoshal1AbstractAsevidentfromthesesurveys,researchinpropertyTestinghaslargelyfocusedonpropertiesofcombinatorialanda...
and Sparsity Testing over unknown
2023-11-13 12:00:49509633.15 KB27
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Network Global Testing by Counting Graphlets
NetworkGlobalTestingbyCountingGraphletsJiashunJin1ZhengTracyKe2ShengmingLuo1AbstractForeachnode,weassignaProbabilityMassFunctionConsideralargesocialnetworkwithpossi-(PMF)πi=(πi(1),πi(2),···,...
by Network Global Testing Counting
2023-11-13 12:00:14654460.49 KB14
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Locally Private Hypothesis Testing
LocallyPrivateHypothesisTestingOrSheffet1AbstractIncontrast,thesubjectofthisworkisprivatehypothe-sisTestinginthelocal-model(orthedistributedmodel),Weinitiatethestudyofdifferentiallyprivatehy-wherea...
Hypothesis Private Testing Locally
2023-11-13 12:00:05509672.14 KB14
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Local Private Hypothesis Testing Chi-Square Tests
LocalPrivateHypothesisTesting:Chi-SquareTestsMarcoGaboardi1RyanRogers2Abstractthatcanbeusedinplaceofthestandard,non-privatehypoth-esistests(Uhleretal.,2013;Yuetal.,2014;Sheffet,2015;Thelocalmodelfo...
Hypothesis Local Private Testing Chi-square
2023-11-13 12:00:05595398.04 KB2
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Interpretability Beyond Feature Attribution Quantitative Testing with Concept Activation Vectors (TCAV)
InterpretabilityBeyondFeatureAttribution:QuantitativeTestingwithConceptActivationVectors(TCAV)BeenKimMartinWattenbergJustinGilmerCarrieCaiJamesWexlerFernandaViegasRorySayresAbstractcoefﬁcientweigh...
Feature with Attribution Beyond Testing
2023-11-13 11:59:4918041.99 MB2
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Goodness-of-Fit Testing for Discrete Distributions via Stein Discrepancy
Goodness-of-FitTestingforDiscreteDistributionsviaSteinDiscrepancyJiasenYang1QiangLiu2VinayakRao1JenniferNeville13Abstractfornetworkdata.Whileavarietyofapproximateinferencetechniquessuchaspseudo-lik...
for via Discrete Testing Distributions
2023-11-13 11:59:3918044.2 MB27
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Differentially Private Identity and Equivalence Testing of Discrete Distributions
DifferentiallyPrivateIdentityandEquivalenceTestingofDiscreteDistributionsMaryamAliakbarpour1IliasDiakonikolas2RonittRubinfeld13Abstractequivalenceoftwodistributions(twosampleTesting),andindependenc...
of and Differentially Private Testing
2023-11-13 11:59:28663615.25 KB4
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Active Testing An Efficient and Robust Framework for Estimating Accuracy
ActiveTesting:AnEfﬁcientandRobustFrameworkforEstimatingAccuracy.PhucNguyen1DevaRamanan2CharlessFowlkes1AbstractnoisyvettedSampleOracledatabaseSelectionMuchrecentworkonvisualrecognitionaimstoSystem...
Active Efficient and An Robust
2023-11-13 11:58:5811711.7 MB2
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Multilabel Classification with Group Testing and Codes
MultilabelClassiﬁcationwithGroupTestingandCodesShashankaUbaru1AryaMazumdar2Abstractarevectorsindicatingthecorrespondinglabels(classes)thedatainstancesbelongto.ThevectoryihasaoneinthejthInrecentyea...
and with Group Classification Testing
2023-11-12 20:44:501689565.02 KB2
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Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
IdentiﬁcationandModelTestinginLinearStructuralEquationModelsusingAuxiliaryVariablesBryantChen1DanielKumor2EliasBareinboim2Abstracteffectisidentiﬁedrequiresmodelingtheunderlyingcausalstructure,whi...
Structural Identification and Model in
2023-11-12 20:44:311465444.14 KB1
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