"effect"的相关文档

标签“effect”的相关文档，共14条

Conditional Distributional Treatment effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
ConditionalDistributionalTreatmenteffectwithKernelConditionalMeanEmbeddingsandU-StatisticRegressionJunhyungPark1UriShalit2BernhardScho¨lkopf1KrikamolMuandet1Abstractontheanalysisoftheaveragetreatm...
Kernel with Conditional Mean treatment
2023-11-16 18:11:241912535.21 KB28
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Budgeted Heterogeneous Treatment effect Estimation
BudgetedHeterogeneousTreatmenteffectEstimationTianQin1Tian-ZuoWang1Zhi-HuaZhou1Abstractmentassignmentisrandomized,sotheestimatescanbereadilyobtained.However,RCTsareoftencostlytorun,Heterogeneoustre...
Estimation treatment effect Budgeted Heterogeneous
2023-11-16 18:11:1619001.39 MB11
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The effect of Natural Distribution Shift on Question Answering Models
TheeffectofNaturalDistributionShiftonQuestionAnsweringModelsJohnMiller1KarlKrauth1BenjaminRecht1LudwigSchmidt1AbstractmerelytoobtainhighscoresontheSQuADleaderboard,butrathertogeneralizetonewexample...
of on the Natural Distribution
2023-11-14 21:46:421813564.62 KB4
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Searching to Exploit Memorization effect in Learning with Noisy Labels
SearchingtoExploitMemorizationeffectinLearningwithNoisyLabelsQuanmingYao1HansiYang2BoHan34GangNiu4JamesT.Kwok5Abstractgeneralizationperformance(Zhangetal.,2016;Arpitetal.,2017;Jiangetal.,2018).Samp...
Learning in to effect Memorization
2023-11-14 21:46:2011283.17 MB9
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Estimating the Number and effect Sizes of Non-null Hypotheses
EstimatingtheNumberandeffectSizesofNon-nullHypothesesJenniferBrennan1RamyaKorlakaiVinayak1KevinJamieson1AbstractForexample,supposeascientistwouldliketotest10,000Westudytheproblemofestimatingthedist...
of and the Estimating effect
2023-11-14 21:44:0518923.23 MB24
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Cost-effectively Identifying Causal effect When Only Response Variable Observable
Cost-effectivelyIdentifyingCausaleffectsWhenOnlyResponseVariableisObservableTian-ZuoWang1Xi-ZhuWu1Sheng-JunHuang2Zhi-HuaZhou1AbstractPearlcontributedaseriesofseminalworks(Pearl,2009)inidentifyingca...
Identifying Causal effect When Only
2023-11-14 21:43:401345530.01 KB18
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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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Causal effect Identifiability under Partial-Observability
CausaleffectIdentiﬁabilityunderPartial-ObservabilitySanghackLee1EliasBareinboim1AbstractCausalinferenceprovidesacollectionofprinciplesandtoolstohelpunderstandtheconditionsunderwhichtheseex-Causale...
Causal under effect Identifiability Partial-Observability
2023-11-14 21:43:221228748.11 KB20
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Analyzing the effect of neural network architecture on training performance
TheImpactofNeuralNetworkOverparameterizationonGradientConfusionandStochasticGradientDescentKarthikA.Sankararaman12SohamDe3ZhengXu2W.RonnyHuang2TomGoldstein2AbstractClassicalstochasticoptimizationth...
of Neural the Network effect
2023-11-14 21:43:0710304.53 MB28
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The effect of Network Width on Stochastic Gradient Descent and Generalization an Empirical Study
TheeffectofNetworkWidthonStochasticGradientDescentandGeneralization:anEmpiricalStudyDanielS.Park12JaschaSohl-Dickstein1QuocV.Le1SamuelL.Smith3AbstractWilsonetal.,2017;Sagunetal.,2017;Mandtetal.,201...
of on Stochastic the Network
2023-11-13 14:48:4515751.13 MB30
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Classifying Treatment Responders Under Causal effect Monotonicity
ClassifyingTreatmentRespondersUnderCausaleffectMonotonicityNathanKallus1Abstractfectofapharmaceuticaldrugontheirmortalityorofanadvertisementonwhethertheypurchasetheproduct.Com-Inthecontextofindivid...
Causal under treatment effect Classifying
2023-11-13 14:46:3812554.93 MB17
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A Quantitative Analysis of the effect of Batch Normalization on Gradient Descent
AQuantitativeAnalysisoftheeffectofBatchNormalizationonGradientDescentYongqiangCai1QianxiaoLi12ZuoweiShen1AbstracteffectsofBNareattributedtotheso-called“reductionofcovariateshift”.However,itisuncl...
of Analysis the Batch effect
2023-11-13 14:46:141565913.91 KB19
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What is the effect of Importance Weighting in Deep Learning
WhatistheeffectofImportanceWeightinginDeepLearning?JonathonByrd1ZacharyC.Lipton1AbstractEq[f(x)],importancesamplingproducesanunbiasedesti-matebyweightingeachsamplexaccordingtothelikelihoodImportanc...
of the effect Importance is
2023-11-13 14:46:097074.68 MB21
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Estimating individual treatment effect generalization bounds and algorithms
Estimatingindividualtreatmenteffect:generalizationboundsandalgorithmsUriShalit1FredrikD.Johansson2DavidSontag23Abstractdatawhichcontainspastactions,theiroutcomes,andpos-siblymorecontext,butwithoutd...
and Estimating individual treatment effect
2023-11-12 20:44:201754489.49 KB3
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