"Active"的相关文档

标签“Active”的相关文档，共38条

Model-Based Active Exploration
Model-BasedActiveExplorationPranavShyam1WojciechJas´kowski1FaustinoGomez1AbstractThisapproachisinherentlymorepowerfulthanreActiveex-ploration,butrequiresamethodtopredicttheconsequencesEfﬁcientexp...
Active Model-Based Exploration
2023-11-13 14:47:5213862.93 MB26
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Bayesian Generative Active Deep Learning
BayesianGenerativeActiveDeepLearningToanTran1Thanh-ToanDo2IanReid1GustavoCarneiro1Abstractbeperformedwithimmenseandcarefullylabeleddatasets,wherethelargerthedataset,themoreeffectivethetrainingDeepl...
Learning Active Generative Deep Bayesian
2023-11-13 14:46:299911019.82 KB17
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Active Manifolds A non-linear analogue to Active Subspaces
ActiveManifolds:Anon-linearanaloguetoActiveSubspacesRobertA.Bridges1AnthonyD.Gruber21ChristopherR.Felder31MikiE.Verma1ChelseyHoff1Abstractarefrequentlysubjecttoquestionsofsensitivity,andtoprioritiz...
Active to Manifolds Non-Linear Subspaces
2023-11-13 14:46:1815128.28 MB6
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Active Embedding Search via Noisy Paired Comparisons
ActiveEmbeddingSearchviaNoisyPairedComparisonsGregoryH.Canal1AndrewK.Massimino1MarkA.Davenport1ChristopherJ.Rozell1Abstracttocharacterizeaperson’stasteinfood,wemightaskthemwhichoneoftwodishestheyw...
Active via Search Noisy Comparisons
2023-11-13 14:46:1710904.44 MB10
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Active Learning with Disagreement Graphs
ActiveLearningwithDisagreementGraphsCorinnaCortes1GiuliaDeSalvo1ClaudioGentile1MehryarMohri12NingshanZhang3AbstractheinterActivelyselectspointstolabel.Intheon-linesetting,thelearnerreceivesasequenc...
Learning Active with graphs Disagreement
2023-11-13 14:46:171606678.34 KB29
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Active Learning for Probabilistic Structured Prediction of Cuts and Matchings
ActiveLearningforProbabilisticStructuredPredictionofCutsandMatchingsSimaBehpour12AnqiLiu3BrianD.Ziebart2AbstractFigure1.Anexampleofabipartitematchinginavideotrackingapplication.Whensomeassignmentsa...
Learning of Active for Probabilistic
2023-11-13 14:46:1716792.76 MB4
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Active Learning for Decision-Making from Imbalanced Observational Data
ActiveLearningforDecision-MakingfromImbalancedObservationalDataIirisSundin1PeterSchulam2EeroSiivola1AkiVehtari1SuchiSaria2SamuelKaski1Abstractdecision,x.Then,thegoalistoestimatep(YX=x,A=a)and,furth...
Learning Active for from Observational
2023-11-13 14:46:171151602.96 KB15
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End-to-end Active Object Tracking via Reinforcement Learning
End-to-endActiveObjectTrackingviaReinforcementLearningWenhanLuo1PengSun1FangweiZhong2WeiLiu1TongZhang1YizhouWang2AbstractActionActionActiveTrackerCameraControlWestudyActiveobjecttracking,whereatrac...
Learning Active Reinforcement via End-to-End
2023-11-13 11:59:3112711.89 MB7
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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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Active Learning with Logged Data
ActiveLearningwithLoggedDataSongbaiYan1KamalikaChaudhuri1TaraJavidi1Abstractwhilethelearner’sgoalistolearnapredictorovertheentirepopulation.WeconsiderActivelearningwithloggeddata,wherelabeledexamp...
Learning Active with Data Logged
2023-11-13 11:58:581149332.87 KB15
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Active Learning for Accurate Estimation of Linear Models
ActiveLearningforAccurateEstimationofLinearModelsCarlosRiquelme1MohammadGhavamzadeh2AlessandroLazaric3Abstractassumethattheobservationsarecorruptedbynoiselevelsthatareproblem-dependentandmustbelear...
Learning of Active for Estimation
2023-11-12 20:45:3717224.02 MB22
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Active Learning for Cost-Sensitive Classification
ActiveLearningforCost-SensitiveClassiﬁcationAkshayKrishnamurthy1AlekhAgarwal2Tzu-KuoHuang3HalDaume´III4JohnLangford2Abstractcostsofonlya(possiblyempty)subsetoflabelsoneachx.Sincemeasuringlabelcom...
Learning Active for Classification Cost-Sensitive
2023-11-12 20:45:36600815.21 KB4
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Active Heteroscedastic Regression
ActiveHeteroscedasticRegressionKamalikaChaudhuri1PrateekJain2NagarajanNatarajan2Abstractexample,whenthereisagroundtruthclassiﬁerthatinducesalabelingandtheoracle’sresponsesareperturbedversionsAnac...
Active Regression Heteroscedastic
2023-11-12 20:45:36764295.09 KB11
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Learning Algorithms for Active Learning
LearningAlgorithmsforActiveLearningPhilipBachman1AlessandroSordoni1AdamTrischler1Abstractingtheinstancewhoselabelthemodelismostuncertainabout,ortheinstancewhoselabelisexpectedtomaximallyWeintroduce...
Learning Active for Algorithms
2023-11-12 20:44:371853446.32 KB13
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Efficient Nonmyopic Active Search
EfﬁcientNonmyopicActiveSearchShaliJiang1GustavoMalkomes1GeoffConverse2AlyssaShofner3BenjaminMoseley1RomanGarnett1Abstractingamodeltohavehighgeneralizationperformancewithfewtrainingexamples.Here,we...
Active Efficient Search Nonmyopic
2023-11-12 20:44:171683385.57 KB17
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Diameter-Based Active Learning
Diameter-BasedActiveLearningChristopherTosh1SanjoyDasgupta1Abstractitadmitsroughlythesamelabelcomplexityboundsaswellashavingpromisingexperimentalperformance.Todate,thetightestupperandlower-boundsfo...
Learning Active Diameter-Based
2023-11-12 20:44:1310081.02 MB14
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Deep Bayesian Active Learning with Image Data
DeepBayesianActiveLearningwithImageDataYarinGal12RiashatIslam1ZoubinGhahramani13Abstractmedicaldiagnosis,microbiology,andmanufacturing(Tong,2001).InActivelearning,amodelistrainedonasmallEventhougha...
Learning Active with Deep Bayesian
2023-11-12 20:44:081094688.15 KB27
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Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons
ActiveLearningforTop-KRankAggregationfromNoisyComparisonsSoheilMohajer1ChanghoSuh2AdelElmahdy1Abstractcantitems,saytop-K,areoftendesiredtoberetrieved.WeexploreanActivetop-KrankingproblemInaneffortt...
Learning Active for Top-Rank
2023-11-12 20:43:481931483.08 KB5
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