"Regression"的相关文档 - 文库宝

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标签“Regression”的相关文档，共56条

Understanding and Mitigating Accuracy Disparity in Regression
UnderstandingandMitigatingAccuracyDisparityinRegressionJianfengChi1YuanTian1GeoffreyJ.Gordon2HanZhao3Abstractcases,BuolamwiniandGebru(2018)showedthatnotableaccuracydisparityexistsacrossdifferentrac...
and Regression in Understanding Accuracy
2023-11-16 19:42:1615411.27 MB26
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Training Data Subset Selection for Regression with Controlled Generalization Error
TrainingDataSubsetSelectionforRegressionWithControlledGeneralizationErrorDurgaSivasubramanian1RishabhIyer2GaneshRamakrishnan1AbirDe1Abstractreliabilityofthelearnedmodel.Therefore,thesuccessofsevera...
for Selection with Regression Data
2023-11-16 19:42:131657615.54 KB12
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Sparse Bayesian Learning via Stepwise Regression
SparseBayesianLearningviaStepwiseRegressionSebastianAment1CarlaGomes1Abstractvariouslyreferredtoasafeatureoranatom.Thisproblemhasbeenstudiedextensively,resultinginmyriadexistingSparseBayesianLearni...
Learning Sparse Regression Bayesian via
2023-11-16 19:41:531383801.24 KB2
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Representation Subspace Distance for Domain Adaptation Regression
RepresentationSubspaceDistanceforDomainAdaptationRegressionXinyangChen1SinanWang1JianminWang1MingshengLong1Abstractsuchasobjectlocalization,imageregistration,humanposeestimation,tonameafew(Lathuili...
for Regression Domain Adaptation Subspace
2023-11-16 19:41:368569.67 MB16
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Online A-Optimal Design and Active Linear Regression
OnlineA-OptimalDesignandActiveLinearRegressionXavierFontaine1PierrePerrault2MichalValko3VianneyPerchet45Abstractwaytoconstructanestimatoristomakeexperimentsandtogatherdataontheestimand.Inthepolling...
Active Online and Regression Linear
2023-11-16 19:28:24639321.45 KB11
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Oblivious Sketching for Logistic Regression
ObliviousSketchingforLogisticRegressionAlexanderMunteanu1SimonOmlor2DavidP.Woodruff3Abstractdimensionalityreductiontechniquetocompressthedatatoasigniﬁcantlysmallersketchofpolylogarithmicsize.Whatg...
for Regression Sketching Oblivious Logistic
2023-11-16 19:15:391457494.26 KB12
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Neural Symbolic Regression that scales
NeuralSymbolicRegressionthatScalesLucaBiggio12TommasoBendinelli2AlexanderNeitz3AurelienLucchi1GiambattistaParascandolo13AbstractTheprocessofdiscoveringsymbolicexpressionsfromex-perimentaldataishard...
Neural Regression Symbolic that Scales
2023-11-16 19:15:3614314.61 MB22
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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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In-Database Regression in Input Sparsity Time
In-DatabaseRegressioninInputSparsityTimeRajeshJayaram1AlirezaSamadian2DavidP.Woodruff1PengYe3Abstract1.IntroductionSketchingisapowerfuldimensionalityreductionSketchingisanimportanttoolfordimensiona...
Regression in Time Sparsity Input
2023-11-16 18:47:031218374.3 KB9
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Inference for Network Regression Models with Community Structure
InferenceforNetworkRegressionModelswithCommunityStructureMengjiePan1TylerH.McCormick2BaileyK.Fosdick3AbstractInthiswork,wefocusonacasewherecontinuousrelationsbetweenpairsofactorsaremodeledasalinear...
for Inference Models with Regression
2023-11-16 18:47:031682934.67 KB26
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Factor-analytic inverse Regression for high-dimension, small-sample dimensionality reduction
Factor-analyticInverseRegressionforHigh-dimension,Small-sampleDimensionalityReductionAditiJha12MichaelJ.Morais1JonathanW.Pillow13AbstractKobaketal.,2016).Anotherclassofdimensionalityreduc-tionmetho...
for Regression Inverse Dimensionality Factor-analytic
2023-11-16 18:38:0610575.39 MB5
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Delving into Deep Imbalanced Regression
DelvingintoDeepImbalancedRegressionYuzheYang1KaiwenZha1Ying-CongChen1HaoWang2DinaKatabi1AbstractNumberofsamplesDeepImbalancedRegressionReal-worlddataoftenexhibitimbalanceddistri-Imbalanceddistribut...
Deep Regression Imbalanced into Delving
2023-11-16 18:31:0317493.32 MB24
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Consistent Regression when oblivious outliers overwhelm
ConsistentRegressionwhenobliviousoutliersoverwhelmTommasod’Orsi1GlebNovikov1DavidSteurer1Abstract1.IntroductionWeconsiderarobustlinearRegressionmodelLinearRegressionisafundamentaltaskinstatistics:...
Regression Consistent When Outliers Oblivious
2023-11-16 18:11:131607275.74 KB15
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A Wasserstein Minimax Framework for Mixed Linear Regression
AWassersteinMinimaxFrameworkforMixedLinearRegressionTheoDiamandis1YoninaC.Eldar2AlirezaFallah1FarzanFarnia1AsumanOzdaglar1Abstractexample,speechdataorgeneticdatamayexhibitaclustereddistributionbase...
for Regression Linear Minimax Wasserstein
2023-11-16 18:00:191148523.71 KB15
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Asymptotics of Ridge Regression in Convolutional Models
AsymptoticsofRidgeRegressioninConvolutionalModelsMojtabaSahraee-Ardakan12TungMai3AnupRao3RyanRossi3SundeepRangan4AlysonK.Fletcher12Abstractonlyslightlyawayfromtheinitialization(Allen-Zhuetal.,2018;...
of Models Regression in Convolutional
2023-11-16 18:00:181708972.12 KB24
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A theory of high dimensional Regression with arbitrary correlations between input features and target functions sample complexity, multiple descent curves and a hierarchy of phase transitions
ATheoryofHighDimensionalRegressionwithArbitraryCorrelationsbetweenInputFeaturesandTargetFunctions:SampleComplexity,MultipleDescentCurvesandaHierarchyofPhaseTransitionsGabrielC.Mel1SuryaGanguli2Abst...
of and with Regression High
2023-11-16 17:52:005164.85 MB14
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A Precise Performance Analysis of Support Vector Regression
APrecisePerformanceAnalysisofSupportVectorRegressionHoussemSifaou1AblaKammoun1Mohamed-SlimAlouini1AbstractofNakkiranetal.(Nakkiranetal.,2020a;b)indicatesthatmoredatamayharmtheperformance.Onepotenti...
of Analysis Regression Vector Support
2023-11-16 17:51:571092522.01 KB19
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Subspace Fitting Meets Regression The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors
SubspaceFittingMeetsRegression:TheEffectsofSupervisionandOrthonormalityConstraintsonDoubleDescentofGeneralizationErrorsYehudaDar1PaulMayer1LorenzoLuzi1RichardG.Baraniuk1AbstractFigure1.Thesupervisi...
of Regression the Subspace Fitting
2023-11-14 21:46:381163597.98 KB25
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Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks
SpectrumDependentLearningCurvesinKernelRegressionandWideNeuralNetworksBlakeBordelon1AbdulkadirCanatar2CengizPehlevan13Abstractnetworks(LeCunetal.,2015)withwidehiddenlayersthataddressesthesequestion...
Learning Kernel Regression in Spectrum
2023-11-14 21:46:29665936.79 KB30
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Smaller, more accurate Regression forests using tree alternating optimization
Smaller,MoreAccurateRegressionForestsUsingTreeAlternatingOptimizationArmanZharmagambetov1MiguelA´.Carreira-Perpin˜a´n1Abstractderstood.Theyareconstructed,atleastinpart,usingheuristictechniques,w...
Using Regression Tree Accurate Forests
2023-11-14 21:46:25975339.64 KB12
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