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标签“under”的相关文档，共41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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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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Reinforcement Learning under Moral Uncertainty
ReinforcementLearningunderMoralUncertaintyAdrienEcoffet12JoelLehman12AbstractWhilesuchaccomplishmentsaresigniﬁcant,progresshasbeenlessstraight-forwardinapplyingRLtounstructuredAnambitiousgoalforma...
Learning Reinforcement under Uncertainty Moral
2023-11-16 19:41:301798361.6 KB18
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Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
QuantifyingIgnoranceinIndividual-LevelCausal-EffectEstimatesunderHiddenConfoundingAndrewJesson1So¨renMindermann1YarinGal1UriShalit2Abstractfordiscoveringpopulation-levelcausaleffectsofsuchtreat-me...
in under Quantifying Estimates Ignorance
2023-11-16 19:28:367482.38 MB28
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On Robust Mean Estimation under Coordinate-level Corruption
OnRobustMeanEstimationunderCoordinate-levelCorruptionZifanLiu1JonghoPark1TheodorosRekatsinas1ChristosTzamos1Abstractﬁlteringordown-weightingcorrupteddatavectorstoreducetheirinﬂuence(Diakonikolase...
on Robust Estimation under Mean
2023-11-16 19:15:4518422.31 MB14
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Near-Optimal Linear Regression under Distribution Shift
Near-OptimalLinearRegressionunderDistributionShiftQiLei1WeiHu1JasonD.Lee1Abstractprovidehelpfulmarginaldistributioninformationaboutthetargetdomain.AlthoughthisapproachisintegraltomanyTransferlearni...
Regression under Distribution Linear Near-Optimal
2023-11-16 19:15:3315711.26 MB1
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Mandoline Model Evaluation under Distribution Shift
MANDOLINE:ModelEvaluationunderDistributionShiftMayeeChen1KaranGoel1NimitSohoni2FaitPoms1KayvonFatahalian1ChristopherRe´1Abstracttionerstodetermineiftheirmodelswillperformwellwhendeployed.Unfortuna...
Model Evaluation under Distribution Shift
2023-11-16 19:05:131636673.2 KB11
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Learning Deep Neural Networks under Agnostic Corrupted Supervision
LearningDeepNeuralNetworksunderAgnosticCorruptedSupervisionBoyangLiu1MengyingSun1DingWang1Pang-NingTan1JiayuZhou1Abstractduringtraining.Bydetectingandﬁltering(orre-weighting)thepossiblecorruptedsa...
Learning Neural Networks Deep under
2023-11-16 19:04:5812461.1 MB4
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Federated Learning under Arbitrary Communication Patterns
FederatedLearningunderArbitraryCommunicationPatternsDmitriiAvdyukhin1ShivaPrasadKasiviswanathan2AbstractThecanonicalfederatedlearningprobleminvolveslearningasingle,globalstatisticalmodelfromdatasto...
Learning under Communication Arbitrary Patterns
2023-11-16 18:38:1011461.55 MB17
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Examining and Combating Spurious Features under Distribution Shift
ExaminingandCombatingSpuriousFeaturesunderDistributionShiftChuntingZhou1XuezheMa2PaulMichel1GrahamNeubig1Abstract(a)ERM(b)GroupDRO[clean](average=93.3%robust=83.4%)(average=96.5%robust=95.8%)Acentr...
and under Distribution Features Spurious
2023-11-16 18:38:0417021.09 MB11
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Dynamic Planning and Learning under Recovering Rewards
DynamicPlanningandLearningunderRecoveringRewardsDavidSimchi-Levi1ZeyuZheng2FengZhu1Abstractimmediatelydropsafteritispulled,andthengraduallyre-coversifthearmisnotpulledinthesubsequenttimeperiods.Mot...
Learning and Dynamic under Planning
2023-11-16 18:37:56608270.46 KB4
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Decision-Making under Selective Labels Optimal Finite-Domain Policies and Beyond
Decision-MakingunderSelectiveLabels:OptimalFinite-DomainPoliciesandBeyondDennisWei1Abstracttoobserveitifbailisdenied.Inhiring,acandidate’sjobperformanceisobservedonlyiftheyarehired.Selectivelabels...
Optimal under Labels Policies Selective
2023-11-16 18:30:5912723.73 MB22
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CURI A Benchmark for Productive Concept Learning under Uncertainty
CURI:ABenchmarkforProductiveConceptLearningunderUncertaintyRamakrishnaVedantam1ArthurSzlam1MaximilianNickel1AriMorcos1BrendenLake12Abstracttotakefromone’sapartmentinaﬁre”(children,dogs,keep-sake...
Learning for under Benchmark Concept
2023-11-16 18:30:559923.49 MB5
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DriftSurf Stable-State Reactive-State Learning under Concept Drift
DriftSurf:Stable-State/Reactive-StateLearningunderConceptDriftAshrafTahmasbi1EllangoJothimurugesan2SrikantaTirthapura13PhillipB.Gibbons2Abstractthecurrentdistribution(forstatisticalaccuracy).Thelat...
Learning under Concept Drift DriftSurf
2023-11-16 18:30:5010791.98 MB7
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Autoencoding under Normalization Constraints
AutoencodingunderNormalizationConstraintsSangwoongYoon1Yung-KyunNoh23FrankC.Park14AbstractFigure1.Examplesofreconstructedoutliers.Thelasttworowsshowthereconstructionsfromaconventionalautoencoder(AE...
under Constraints Normalization Autoencoding
2023-11-16 18:07:3916801.43 MB11
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Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
AdversarialMulticlassLearningunderWeakSupervisionwithPerformanceGuaranteesAlessioMazzetto1CyrusCousins1DylanSam1StephenH.Bach1EliUpfal1Abstractconﬂictwithoneanother.Weassumeaccesstoonlyasmallamoun...
Learning Adversarial under Weak class
2023-11-16 18:00:27589597.01 KB25
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Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift
UnlabelledDataImprovesBayesianUncertaintyCalibrationunderCovariateShiftAlexJ.Chan1AhmedM.Alaa2ZhaozhiQian1MihaelavanderSchaar123Abstracttityoflabelledi.i.ddataareavailable(Krizhevskyetal.,2012).How...
Bayesian Data under Calibration Uncertainty
2023-11-14 21:46:5617413.06 MB23
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Test-Time Training for Generalization under Distribution Shifts
Test-TimeTrainingwithSelf-SupervisionforGeneralizationunderDistributionShiftsYuSun1XiaolongWang12ZhuangLiu1JohnMiller1AlexeiA.Efros1MoritzHardt1AbstractOurproposedtest-timetrainingmethodcreatesasel...
for under Distribution generalization Training
2023-11-14 21:46:421218941.1 KB5
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Streaming Submodular Maximization under a k-Set System Constraint
StreamingSubmodularMaximizationunderak-SetSystemConstraintRanHaba1EhsanKazemi23MoranFeldman4AminKarbasi2Abstractsoleimanetal.,2016b),dictionarylearning(Das&Kempe,2011),crowdteaching(Singlaetal.,201...
Submodular Maximization under Streaming Constraint
2023-11-14 21:46:341479743.66 KB12
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Streaming k-Submodular Maximization under Noise subject to Size Constraint
Streamingk-SubmodularMaximizationunderNoisesubjecttoSizeConstraintLanN.Nguyen1MyT.Thai1AbstractAnotherreadilyapplicationisSensorPlacementwithktypesofmeasures(Ohsaka&Yoshida,2015;Qianetal.,Maximizin...
Maximization to under Noise Streaming
2023-11-14 21:46:341755392.1 KB2
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