"Estimators"的相关文档

标签“Estimators”的相关文档，共10条

Generalized Doubly Reparameterized Gradient Estimators
GeneralizedDoubly-ReparameterizedGradientEstimatorsMatthiasBauer1AndriyMnih1AbstractusuallypreferunbiasedEstimatorsastheytendtobebetter-behavedandarebetterunderstood.LowervarianceisalsoEfﬁcientlow...
Gradient Doubly Estimators Generalized Reparameterized
2023-11-16 18:46:44834627.26 KB9
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Unbiased Risk Estimators Can Mislead A Case Study of Learning with Complementary Labels
UnbiasedRiskEstimatorsCanMislead:ACaseStudyofLearningwithComplementaryLabelsYu-TingChou1GangNiu2Hsuan-TienLin1MasashiSugiyama23Abstractetal.,2014;2015;Niuetal.,2016;Sakaietal.,2017;2018),unlabeled-...
Can Estimators Risk case Unbiased
2023-11-14 21:46:521042732.2 KB14
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Stochastic Optimization for Regularized Wasserstein Estimators
StochasticOptimizationforRegularizedWassersteinEstimatorsMarinBallu1QuentinBerthet2FrancisBach3Abstractcantransportmasswithdistributionmeasureµtoanotherdistributionmeasureν,withminimalglobaltrans...
for Optimization Stochastic Estimators Wasserstein
2023-11-14 21:46:337141.79 MB12
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Nonparametric Score Estimators
NonparametricScoreEstimatorsYuhaoZhou1JiaxinShi1JunZhu1Abstractcludeparametricscorematching(Hyva¨rinen,2005;Sasakietal.,2014;Songetal.,2019),itsdenoisingvariantsasEstimatingthescore,i.e.,thegradie...
Estimators Nonparametric Score
2023-11-14 21:45:249364.11 MB14
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Likelihood-free MCMC with Amortized Approximate Ratio Estimators
Likelihood-freeMCMCwithAmortizedApproximateRatioEstimatorsJoeriHermans1VolodimirBegy2GillesLouppe1AbstractratioofposteriordensitiesbetweenconsecutivestatesintheMarkovchain.Thisallowstheposteriortob...
with Approximate Estimators MCMC Amortized
2023-11-14 21:45:0211986.59 MB23
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Consistent Estimators for Learning to Defer to an Expert
ConsistentEstimatorsforLearningtoDefertoanExpertHusseinMozannar1DavidSontag1Abstractobstaclesarelimitingcompleteautomation,anintermediatesteptoautomatingthistaskwillbetheuseofmodelsasLearningalgori...
Learning for An Consistent to
2023-11-14 21:43:341847593.42 KB22
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On the Design of Estimators for Bandit Off-Policy Evaluation
OntheDesignofEstimatorsforBanditOff-PolicyEvaluationNikosVlassis1AurelienBibaut2MariaDimakopoulou1TonyJebara1Abstractofgreatinterest:Givenabanditmodel,whatisalow-riskestimatorofthecounterfactualtar...
of for on the Bandit
2023-11-13 14:48:04742537.36 KB20
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On Nesting Monte Carlo Estimators
OnNestingMonteCarloEstimatorsTomRainforth1RobertCornish12HongseokYang3AndrewWarrington2FrankWood4Abstractfromportfolioriskmanagement(Gordy&Juneja,2010)tostochasticcontrol(Belomestnyetal.,2010).Inpa...
on Estimators Monte Carlo Nesting
2023-11-13 12:00:186632.33 MB25
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Linear Spectral Estimators and an Application to Phase Retrieval
LinearSpectralEstimatorsandanApplicationtoPhaseRetrievalRaminaGhods1AndrewS.Lan2TomGoldstein3ChristophStuder1AbstractexistingresultsonphaseretrievalthatassumerandomnessinthemeasurementmatrixA,wefoc...
and An to Spectral Estimators
2023-11-13 12:00:041600832.45 KB27
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Evaluating the Variance of Likelihood-Ratio Gradient Estimators
EvaluatingtheVarianceofLikelihood-RatioGradientEstimatorsSeiyaTokui12IsseiSato32Abstractforevariancereductioniscrucialforpracticallearning.However,fewthingsareknownaboutitstheoreticalas-Thelikeliho...
of Gradient the Variance Evaluating
2023-11-12 20:44:21978647.65 KB8
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