"Estimation"的相关文档 - 文库宝

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标签“Estimation”的相关文档，共70条

Variable Skipping for Autoregressive Range Density Estimation
VariableSkippingforAutoregressiveRangeDensityEstimationEricLiang1ZonghengYang1IonStoica1PieterAbbeel12YanDuan2XiChen2AbstractBaselineMultiOrderSkippingMultiOrder+Skipping100000Deepautoregressivemod...
for Density Estimation Autoregressive Variable
2023-11-14 21:46:581665696.54 KB28
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Strategyproof Mean Estimation from Multiple-Choice Questions
StrategyproofMeanEstimationfromMultiple-ChoiceQuestionsAnsonKahng1GregoryKehne2ArielD.Procaccia3Abstractadmittoprovideanestimateoftheprobabilitypithattheadmitmatriculates,butthisisproblematicbecaus...
from Estimation Mean Strategyproof Multiple-Choice
2023-11-14 21:46:341200369.02 KB21
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Simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network
UncertaintyEstimationUsingaSingleDeepDeterministicNeuralNetworkJoostvanAmersfoort1LewisSmith1YeeWhyeTeh2YarinGal1Abstract(a)DeepEnsembles(b)Ourmodel-DUQWeproposeamethodfortrainingadeterminis-Figure...
Using and simple Estimation Uncertainty
2023-11-14 21:46:249922.27 MB23
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High-dimensional Robust Mean Estimation via Gradient Descent
High-dimensionalRobustMeanEstimationviaGradientDescentYuCheng1IliasDiakonikolas2RongGe3MahdiSoltanolkotabi4Abstractasmallconstantfractionofarbitraryoutliers.Westudytheproblemofhigh-dimensionalro-Th...
Gradient Descent High-dimensional via Robust
2023-11-14 21:44:301854345.65 KB8
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GradientDICE Rethinking Generalized Offline Estimation of Stationary Values
GradientDICE:RethinkingGeneralizedOfﬂineEstimationofStationaryValuesShangtongZhang1BoLiu2ShimonWhiteson1Abstractevaluationismoreﬂexible.Wecanevaluateanewpolicywithexistingdatainareplaybuffer(Lin,...
of Estimation Generalized Stationary Rethinking
2023-11-14 21:44:258081.39 MB5
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Estimation of Bounds on Potential Outcomes For Decision Making
EstimationofBoundsonPotentialOutcomesForDecisionMakingMaggieMakar1FredrikJohansson2JohnGuttag1DavidSontag1Abstractneedstoknowifthepotentialoutcomesundertreatmentandnon-treatmentfallwithin2–3.Learn...
of for on Estimation bounds
2023-11-14 21:44:05523786.84 KB8
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Error Estimation for Sketched SVD
ErrorEstimationforSketchedSVDviatheBootstrapMilesE.Lopes1N.BenjaminErichson2MichaelW.Mahoney2Abstracttoleratesomeapproximationerror.Forthisreason,theperformanceofasketchedSVDhingesonanappropriateIn...
for Estimation Sketched Error SVD
2023-11-14 21:44:0416043.03 MB27
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Data Amplification Instance-Optimal Property Estimation
DataAmpliﬁcation:Instance-OptimalPropertyEstimationYiHao1AlonOrlitsky1Abstractcoverage,Shannonentropy,andL1distancetoaknowndistribution.Themainachievementofthesepapersises-Thebest-knownandmostcomm...
Data Estimation Property Amplification Instance-Optimal
2023-11-14 21:43:421209531.38 KB16
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Concentration bounds for CVaR Estimation The cases of light-tailed and heavy-tailed distributions
ConcentrationboundsforCVaREstimation:Thecasesoflight-tailedandheavy-taileddistributionsPrashanthL.A.1KrishnaJagannathan2RaviKumarKolla3Abstract(VaR)andConditional-Value-at-Risk(CVaR)aretworisk-awar...
for the Estimation bounds Concentration
2023-11-14 21:43:31844264.84 KB5
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Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health
CausalEffectEstimationandOptimalDoseSuggestionsinMobileHealthInternationalConferenceonMachineLearning(ICML2020)LiangyuZhu1WenbinLu1RuiSong1Abstract1990;Liangetal.,1992;Schafer,2006).GEEenhancetheef...
and Estimation Optimal Causal effect
2023-11-14 21:43:231377319.69 KB6
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Batch Stationary Distribution Estimation
BatchStationaryDistributionEstimationJunfengWen1BoDai2LihongLi2DaleSchuurmans12Abstractunderlyingprocess.Nevertheless,onewouldstillliketoestimatetargetpropertiesofthestationarydistribution,suchWeco...
Estimation Distribution Batch Stationary
2023-11-14 21:43:1217291.8 MB21
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AR-DAE Towards Unbiased Neural Entropy Gradient Estimation
AR-DAE:TowardsUnbiasedNeuralEntropyGradientEstimationJaeHyunLim12AaronCourville1234ChristopherPal154Chin-WeiHuang12Abstractcontrolthisquantityaspartoftheoptimizationobjective.Inlightofthis,wepropos...
Neural Gradient Estimation Entropy Towards
2023-11-14 21:43:097002.6 MB21
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Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
AdaptiveCheckpointAdjointMethodforGradientEstimationinNeuralODEJuntangZhuang1NichaDvornek12XiaoxiaoLi1SekharTatikonda3XenophonPapademetris124JamesDuncan124Abstractdifferentialequation(NODE)(Cheneta...
Adaptive for Gradient Estimation Method
2023-11-14 21:42:571594980.53 KB24
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Acceleration through spectral density Estimation
Average-CaseAccelerationThroughSpectralDensityEstimationFabianPedregosa1DamienScieur2Abstractworst-caseaverage-caseWedevelopaframeworkfortheaverage-caseSuboptimalityanalysisofrandomquadraticproblem...
Density Estimation through Spectral Acceleration
2023-11-14 21:42:56593612.76 KB16
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Robust Estimation of Tree Structured Gaussian Graphical Models
RobustEstimationofTreeStructuredGaussianGraphicalModelsAshishKatiyar1JessicaHoffmann1ConstantineCaramanis1Abstractmatrix,Σ,wehaveaccessonlytoM=Σ+D,thesumofthecovariancematrixandadiagonalmatrix.In...
of Gaussian Robust Estimation Tree
2023-11-13 14:48:2617011.33 MB13
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Random Matrix Improved Covariance Estimation for a Large Class of Metrics
RandomMatrixImprovedCovarianceEstimationforaLargeClassofMetricsMalikTiomoko12FlorentBouchard3GuillaumeGinolhac3RomainCouillet21AbstractconstraintswithLASSOandgraphicalLASSO-basedap-proaches(Friedma...
for Matrix random Estimation Improved
2023-11-13 14:48:201164361.49 KB2
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MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means
MONK–Outlier-RobustMeanEmbeddingEstimationbyMedian-of-MeansMatthieuLerasle12Zolta´nSzabo´3Timothe´eMathieu1GuillaumeLecue´4Abstractversatilityofdomainswherekernelsexist;examplesincludetrees(Co...
by Estimation Mean embedding MONK
2023-11-13 14:47:53761733.16 KB20
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Maximum Likelihood Estimation for Learning Populations of Parameters
MaximumLikelihoodEstimationforLearningPopulationsofParametersRamyaKorlakaiVinayak1WeihaoKong2GregoryValiant2ShamKakade1Abstractrameterofinterestperindividual.Insuchsparseobservationscenarios,howacc...
Learning of for Estimation populations
2023-11-13 14:47:491128450.3 KB21
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Graphical-model based Estimation and inference for differential privacy
Graphical-modelbasedEstimationandinferencefordifferentialprivacyRyanMcKenna1DanielSheldon12GeromeMiklau1AbstractInferenceisacriticalcomponentofprivacymechanismsbecause:(i)itcanreduceerrorwhenanswer...
for Inference and Estimation Based
2023-11-13 14:47:221934473.35 KB3
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Generalized Approximate Survey Propagation for High-Dimensional Estimation
GeneralizedApproximateSurveyPropagationforHigh-DimensionalEstimationLucaSaglietti12YueM.Lu3CarloLucibello41AbstractpredictedthroughadynamicalsysteminvolvingonlyscalarquantitiescalledStateEvolution(...
for Approximate High-dimensional Estimation Generalized
2023-11-13 14:47:1718132.27 MB28
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