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标签“Statistical”的相关文档，共24条

Statistical Estimation from Dependent Data
StatisticalEstimationfromDependentDataYuvalDagan1ConstantinosDaskalakis1NishanthDikkala2SurbhiGoel3VardisKandiros1Abstractonxi,i.e.thatWeconsiderageneralStatisticalestimationprob-nlemwhereinbinaryl...
from Statistical Data Estimation Dependent
2023-11-16 19:41:56946436.39 KB5
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Efficient Statistical Tests A Neural Tangent Kernel Approach
EfﬁcientStatisticalTests:ANeuralTangentKernelApproachShengJia12EhsanNezhadarya3YuhuaiWu12JimmyBa12Abstractformaximizingthetestpower(Liuetal.,2020;Gaoetal.,2020).Thesemethodshavebeenshowntoempirica...
Neural Kernel Efficient Statistical Approach
2023-11-16 18:37:5815113.56 MB22
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Diffusion Source Identification on Networks with Statistical Confidence
DiffusionSourceIdentiﬁcationonNetworkswithStatisticalConﬁdenceQuinlanDawkins1TianxiLi2HaifengXu1Abstractleakageproblems(Newmanetal.,2002;Halperin&Al-mogy,2002;Xu&Ren,2016).ThenegativeimpactsstemD...
Networks Identification with on Statistical
2023-11-16 18:31:081456567.08 KB27
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A Statistical perspective on distillation
AStatisticalPerspectiveonDistillationAdityaKrishnaMenon1AnkitSinghRawat1SashankJ.Reddi1SeungyeonKim1SanjivKumar1Abstractetal.,2019).OnecommonlyacceptedintuitionfromHintonetal.(2015)isthattheteacher...
on Statistical Perspective Distillation
2023-11-16 17:51:5919003.16 MB24
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Statistical Bias in Dataset Replication
IdentifyingStatisticalBiasinDatasetReplicationLoganEngstrom1AndrewIlyas1ShibaniSanturkar1DimitrisTsipras1JacobSteinhardt2AleksanderMa˛dry1Abstractaprocessknownasdatasetreplication.Thoughnotyetwide...
Statistical in Bias Dataset Replication
2023-11-14 21:46:30932501.95 KB20
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Optimal Statistical Guaratees for Adversarially Robust Gaussian Classification
SharpStatisticalGuaranteesforAdversariallyRobustGaussianClassiﬁcationChenDan1YutingWei1PradeepRavikumar1Abstractfarlessunderstood.Inthispaper,wetakeasteptowardsthisend.Adversarialrobustnesshasbeco...
for Gaussian Statistical Robust Optimal
2023-11-14 21:45:421759973.79 KB19
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Efficient nonparametric Statistical inference on population feature importance using Shapley values
EfﬁcientnonparametricStatisticalinferenceonpopulationfeatureimportanceusingShapleyvaluesBrianD.Williamson1JeanFeng2AbstractLikewise,vaccineresearchersmaywanttoknowthemostimportantmolecularphenotyp...
Efficient Inference Feature Population on
2023-11-14 21:43:5911182.38 MB6
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Computational and Statistical Tradeoffs in Inferring Combinatorial Structures of Ising Model
Computational-StatisticalTradeoffsinInferringCombinatorialStructuresofIsingModelYingJin1ZhaoranWang2JunweiLu3Abstractman,2004)studiesrelationshipsamongobservedcellularsusinggraphicalmodels,andinsoc...
and Statistical in Tradeoffs Combinatorial
2023-11-14 21:43:311325957.06 KB20
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Trimming the $ ell_1$ Regularizer Statistical Analysis, Optimization, and Applications to Deep Learning
Trimmingthe1Regularizer:StatisticalAnalysis,Optimization,andApplicationstoDeepLearningJihunYun1PengZheng2EunhoYang13Aure´lieC.Lozano4AleksandrAravkin2Abstractconstraintsontheestimationparameters.S...
Optimization ell Analysis the Statistical
2023-11-13 14:48:5215811.06 MB28
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The Odds are Odd A Statistical Test for Detecting Adversarial Examples
TheOddsareOdd:AStatisticalTestforDetectingAdversarialExamplesKevinRoth1YannicKilcher1ThomasHofmann1Abstract2017;Trame`retal.,2017).Thisapparentvulnerabilityisworrisomeasdeepnetsstarttoproliferatein...
for Test the Statistical Are
2023-11-13 14:48:468166.23 MB8
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Statistical Foundations of Virtual Democracy
StatisticalFoundationsofVirtualDemocracyAnsonKahng1MinKyungLee1RiteshNoothigattu1ArielD.Procaccia1AlexandrosPsomas1Abstractpledilemmas;second,learnmodelsoftheirpreferences,whichgeneralizetoany(prev...
of Statistical Foundations Virtual Democracy
2023-11-13 14:48:3715252.49 MB21
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On the Statistical rate of nonlinear recovery in generative models with heavy-tailed data
OntheStatisticalrateofnonlinearrecoveryingenerativemodelswithheavy-taileddataXiaohanWei1ZhuoranYang2ZhaoranWang3Abstract1.IntroductionWeconsiderestimatingahigh-dimensionalvec-Considerarandompair(x,...
of on the Statistical Nonlinear
2023-11-13 14:48:0610202.58 MB16
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Entropic GANs meet VAEs A Statistical Approach to Compute Sample Likelihoods in GANs
EntropicGANsmeetVAEs:AStatisticalApproachtoComputeSampleLikelihoodsinGANsYogeshBalaji1HamedHassani2RamaChellappa3SoheilFeizi1Abstract1.IntroductionBuildingonthesuccessofdeeplearning,twoLearninggene...
Statistical GANs to Approach VAEs
2023-11-13 14:47:047221.63 MB29
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Discovering Conditionally Salient Features with Statistical Guarantees
DiscoveringConditionallySalientFeatureswithStatisticalGuaranteesJaimeRoqueroGimenez1JamesZou2AbstractingsomeStatisticalcontrolontherateoffalsediscoveries.Thisproblemhasbeenextensivelystudiedinthest...
with Guarantees Statistical Discovering Features
2023-11-13 14:46:5416201.17 MB16
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A Statistical Investigation of Long Memory in Language and Music
AStatisticalInvestigationofLongMemoryinLanguageandMusicAlexanderGreaves-Tunnell1ZaidHarchaoui1Abstractundoubtedlyhelpful,suchheuristicsarerarelydeﬁnedwithrespecttoanunderlyingmathematicalorstatist...
of Statistical in Language Memory
2023-11-13 14:46:141255309.19 KB18
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Revealing Common Statistical Behaviors in Heterogeneous Populations
RevealingCommonStatisticalBehaviorsinHeterogeneousPopulationsAndreyZhitnikov1RotemMulayoff1TomerMichaeli1Abstractanalysis(Hagleretal.,2006),etc.Groupanalysesoftenrelyontheassumptionthatallsubjectsi...
Statistical in populations Heterogeneous Revealing
2023-11-13 12:00:3413951.41 MB16
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Implicit Regularization in Nonconvex Statistical Estimation Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
ImplicitRegularizationinNonconvexStatisticalEstimation:GradientDescentConvergesLinearlyforPhaseRetrievalandMatrixCompletionCongMa1KaizhengWang1YuejieChi2YuxinChen3Abstract1.IntroductionRecentyearsh...
Gradient Statistical in Estimation Nonconvex
2023-11-13 11:59:457901.03 MB13
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Byzantine-Robust Distributed Learning Towards Optimal Statistical Rates
Byzantine-RobustDistributedLearning:TowardsOptimalStatisticalRatesDongYin1YudongChen2KannanRamchandran1PeterBartlett13Abstractasworkermachines(McMahan&Ramage,2017;Konecˇny`etal.,2016).Suchmachines...
Learning Distributed Statistical Optimal Towards
2023-11-13 11:59:12640535.37 KB11
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The Statistical Recurrent Unit
TheStatisticalRecurrentUnitJunierB.Oliva1Barnaba´sPo´czos1JeffSchneider1Abstractinggradientscanbemitigatedwithtechniqueslikegradientclippingandnormalization(Pascanuetal.,2013),vanish-Sophisticate...
Recurrent the Statistical Unit
2023-11-12 20:45:2411222.31 MB17
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Tensor Balancing on Statistical Manifold
TensorBalancingonStatisticalManifoldMahitoSugiyama12HiroyukiNakahara3KojiTsuda456AbstractGiventensorAStatisticalmanifold(duallyatRiemannianmanifold)Wesolvetensorbalancing,rescalinganNthor-dernonneg...
on Statistical Tensor Balancing Manifold
2023-11-12 20:45:211424173 KB2
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