"Inference"的相关文档 - 文库宝

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标签“Inference”的相关文档，共102条

Valid Causal Inference with (Some) Invalid Instruments
ValidCausalInferencewith(Some)InvalidInstrumentsJasonHartford1VictorVeitch2DhanyaSridhar3KevinLeyton-Brown1Abstract&Powell,2003;Darollesetal.,2011;Hartfordetal.,2017;Singhetal.,2019;Bennettetal.,20...
Inference with Causal Instruments some
2023-11-16 19:42:219212.26 MB28
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T-SCI A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP
T-SCI:ATwo-StageConformalInferenceAlgorithmwithGuaranteedCoverageforCox-MLPJiayeTeng1ZerenTan1YangYuan12AbstractFigure1.Biasincensoring.Ignoringordeletingcensoreddata(lightgreenpoints)causesbiascom...
Inference with Algorithm Guaranteed Two-Stage
2023-11-16 19:42:156894.83 MB18
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Robust Inference for High-Dimensional Linear Models via Residual Randomization
RobustInferenceforHigh-DimensionalLinearModelsviaResidualRandomizationY.SamuelWang1SiKaiLee1PanosToulis1MladenKolar1Abstractsamplesplittingprocedurestoformvalidp-values.Zhang&Zhang(2014),VandeGeere...
for Inference Models High-dimensional via
2023-11-16 19:41:37528616.13 KB2
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Post-selection Inference with HSIC-Lasso
Post-SelectionInferencewithHSIC-LassoTobiasFreidling1BenjaminPoignard23He´ctorClimente-Gonza´lez3MakotoYamada34AbstractThemoststraightforwardremedyissamplesplitting,whichusesonepartofthedataformo...
Inference with Post-Selection HSIC-Lasso
2023-11-16 19:28:301343705.47 KB23
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On-the-fly Rectification for Robust Large-Vocabulary Topic Inference
On-the-FlyRectiﬁcationforRobustLarge-VocabularyTopicInferenceMoontaeLee1SungjunCho2KunDong3DavidMimno4DavidBindel5Abstractbetweenthelatentvariables(Bleietal.,2003;Airoldietal.,2008;A.Erosheva,2003...
for Inference Robust Topic On-the-fly
2023-11-16 19:28:255401.13 MB24
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On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
OnSignal-to-NoiseRatioIssuesinVariationalInferenceforDeepGaussianProcessesTimG.J.Rudner1OscarKey2YarinGal1TomRainforth1Abstract.42WeshowthatthegradientestimatesusedinregtrainingDeepGaussianProcesse...
Inference Variational on in Ratio
2023-11-16 19:15:451268550.59 KB5
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Network Inference and Influence Maximization from Samples
NetworkInferenceandInﬂuenceMaximizationfromSamplesWeiChen1XiaomingSun23JialinZhang23ZhijieZhang23Abstractnodescalledseedstakessomepieceofinformation(news,ideasoropinions,etc.),andtheinformationspr...
from Maximization Inference and Network
2023-11-16 19:15:341116289.32 KB9
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More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method
MorePowerfulandGeneralSelectiveInferenceforStepwiseFeatureSelectionUsingHomotopyMethodKazuyaSugiyama1VoNguyenLeDuy12IchiroTakeuchi12Abstractfeatureselection.Notably,Leeetal.(2016)andTibshiranietal....
for Inference and General Selective
2023-11-16 19:15:2811551.28 MB14
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On Variational Inference in Biclustering Models
OnVariationalInferenceinBiclusteringModelsGuanhuaFang,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{guanhuafang,liping11}@baidu.comAbstractstudies(Prelic´etal.,2006;GuandL...
Inference Models Variational on in
2023-11-16 19:15:25517381.57 KB19
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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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High-Dimensional Gaussian Process Inference with Derivatives
High-DimensionalGaussianProcessInferencewithDerivativesFilipdeRoos12AlexandraGessner12PhilippHennig12AbstractwhichhascausedconsiderableinterestinGPmodelingduetothewidevarietyofapplicationsinwhichde...
Inference with Gaussian Process High-dimensional
2023-11-16 18:46:55663721.29 KB24
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Generative Particle Variational Inference via Estimation of Functional Gradients
GenerativeParticleVariationalInferenceviaEstimationofFunctionalGradientsNealeRatzlaff1QinxunBai2LiFuxin1WeiXu2Abstractnetworktraininginordertoprovideaprincipledwaytoas-sessmodeluncertainty.Thegoali...
of Inference Variational Generative via
2023-11-16 18:46:4617912.91 MB13
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Label-Only Membership Inference Attacks
Label-OnlyMembershipInferenceAttacksChristopherA.Choquette-Choo1FlorianTrame`r2NicholasCarlini3NicolasPapernot1Abstractcauseharm—itleaksinformationaboutspeciﬁcindividualsinsteadoftheentirepopulat...
Inference Membership Attacks Label-Only
2023-11-16 18:46:4211045.46 MB4
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Label Inference Attacks from Log-loss Scores
LabelInferenceAttacksfromLog-lossScoresAbhinavAggarwal1ShivaPrasadKasiviswanathan1ZekunXu1OluwaseyiFeyisetan1NathanaelTeissier1AbstractthatPNi=1ui,k=1.Let2[K]Nbealabeling.Then,theK-arylog-loss(or,c...
from Inference Attacks Label Scores
2023-11-16 18:46:4114011.27 MB10
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Environment Inference for Invariant Learning
EnvironmentInferenceforInvariantLearningElliotCreager12Jo¨rn-HenrikJacobsen12RichardZemel12Abstract(a)Inferredenvironment1(b)Inferredenvironment2(mostly)landbirdsonland,and(mostly)landbirdsonwater...
Learning for Inference Invariant Environment
2023-11-16 18:38:015511.41 MB30
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Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations
EfﬁcientIterativeAmortizedInferenceforLearningSymmetricandDisentangledMulti-ObjectRepresentationsPatrickEmami1PanHe1SanjayRanka1AnandRangarajan1Abstractforamulti-objectscene.Mosthumanscanobserveas...
Learning for Efficient Inference Iterative
2023-11-16 18:37:5812826.46 MB19
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Differentially Private Bayesian Inference for Generalized Linear Models
DifferentiallyPrivateBayesianInferenceforGeneralizedLinearModelsTejasKulkarni1JoonasJa¨lko¨1AnttiKoskela2SamuelKaski13AnttiHonkela2Abstractontheregressioncoefﬁcients,suchasdeterminingwhichcoefﬁ...
for Inference Bayesian Differentially Private
2023-11-16 18:31:061148516.88 KB18
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DeepReDuce ReLU Reduction for Fast Private Inference
DeepReDuce:ReLUReductionforFastPrivateInferenceNandanKumarJha1ZahraGhodsi1SiddharthGarg1BrandonReagen1AbstractTest(top-1)accuracy(%)80DeepReDuceTherecentriseofprivacyconcernshasledre-75SAFENetsearc...
for Inference Reduction Fast Private
2023-11-16 18:31:021056415.62 KB2
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Context-Aware Online Collective Inference for Templated Graphical Models
Context-AwareOnlineCollectiveInferenceforTemplatedGraphicalModelsCharlesDickens1ConnorPryor1EriqAugustine1AlexMiller1LiseGetoor1Abstractbyapredictor.Thesearetwoofmanyexamplesofproblemsthatarebothon...
for Online Inference Graphical Collective
2023-11-16 18:11:141140429.55 KB28
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Bayesian Deep Learning via Subnetwork Inference
BayesianDeepLearningviaSubnetworkInferenceErikDaxberger12EricNalisnick3JamesUrquhartAllingham1JavierAntora´n1Jose´MiguelHerna´ndez-Lobato145Abstractpresentsaprincipledwaytocaptureuncertaintyviat...
Learning Inference Deep Bayesian via
2023-11-16 18:07:4315682.03 MB13
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