"Estimation"的相关文档 - 文库宝

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标签“Estimation”的相关文档，共70条

Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies
UnbiasedGradientEstimationinUnrolledComputationGraphswithPersistentEvolutionStrategiesPaulVicol12LukeMetz2JaschaSohl-Dickstein2AbstractZipser,1989;Tallec&Ollivier,2017a;Mujikaetal.,2018;Benzingetal...
Gradient graphs in Estimation Computation
2023-11-16 19:42:169531.25 MB25
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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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Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning
ScalableMarginalLikelihoodEstimationforModelSelectioninDeepLearningAlexanderImmer12MatthiasBauer†34VincentFortuin1GunnarRätsch12MohammadEmtiyazKhan5Abstract3layers,5221params1layer,151paramsMargL...
for Selection Model Estimation Scalable
2023-11-16 19:41:4214032.11 MB18
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Robust Testing and Estimation under Manipulation Attacks
RobustTestingandEstimationunderManipulationAttacksJayadevAcharya1ZitengSun1HuanyuZhang1Abstractchallengesaboveexistsimultaneously.Motivatedbytheirwork,wefurtherstudymanipulationattacksforinferenceW...
and Robust Estimation under Testing
2023-11-16 19:41:381061353.73 KB12
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Robust Density Estimation from Batches The Best Things in Life are (Nearly) Free
RobustDensityEstimationfromBatches:TheBestThingsinLifeare(Nearly)FreeAyushJain1AlonOrlitsky1Abstractexampleshowsthatregardlessofthenumberofsamplesavailable,suchcorruptionseverelycurtailsthelearning...
from the Robust Density Estimation
2023-11-16 19:41:379691.71 MB19
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Proximal Causal Learning with Kernels Two-Stage Estimation and Moment Restriction
ProximalCausalLearningwithKernels:Two-StageEstimationandMomentRestrictionAfsanehMastouri1YuchenZhu1LimorGultchin23AnnaKorba4RicardoSilva1MattJ.Kusner1ArthurGretton†1KrikamolMuandet†5AbstractGoalA...
Learning with Estimation Proximal Causal
2023-11-16 19:28:358861.16 MB6
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Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations
OptimalEstimationofHighDimensionalSmoothAdditiveFunctionBasedonNoisyObservationsFanZhou,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{fanzhou,liping11}@baidu.comAbstractana...
of High Estimation Dimensional Optimal
2023-11-16 19:28:2514991.07 MB15
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On Robust Mean Estimation under Coordinate-level Corruption
OnRobustMeanEstimationunderCoordinate-levelCorruptionZifanLiu1JonghoPark1TheodorosRekatsinas1ChristosTzamos1Abstractﬁlteringordown-weightingcorrupteddatavectorstoreducetheirinﬂuence(Diakonikolase...
on Robust Estimation under Mean
2023-11-16 19:15:4518422.31 MB14
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On Estimation in Latent Variable Models
OnEstimationinLatentVariableModelsGuanhuaFang,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{guanhuafang,liping11}@baidu.comAbstractvariablescanbeaggregatedinamodeltoreprese...
Models on in Estimation Latent
2023-11-16 19:15:43694550.45 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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Faster Kernel Matrix Algebra via Density Estimation
FasterKernelMatrixAlgebraviaDensityEstimationArtursBackurs1PiotrIndyk2CameronMusco3TalWagner4Abstractetal.(2008)foranoverview.Westudyfastalgorithmsforcomputingfunda-Kernelmethodstypicallyoperateusi...
Kernel Matrix via Density Estimation
2023-11-16 18:38:091642413.16 KB30
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Estimation and Quantization of Expected Persistence Diagrams
EstimationandQuantizationofExpectedPersistenceDiagramsVincentDivol1ThéoLacombe1Abstractmulti-scalefashion.Relyingonpersistenthomologytheory(Edelsbrunneretal.,2000;Zomorodian&Carlsson,2005;Persiste...
of and Estimation Persistence Diagrams
2023-11-16 18:38:0310071.06 MB23
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Evaluating Robustness of Predictive Uncertainty Estimation Are Dirichlet-based Models Reliable
EvaluatingRobustnessofPredictiveUncertaintyEstimation:AreDirichlet-basedModelsReliable?Anna-KathrinKopetzki1BertrandCharpentier1DanielZügner1SandhyaGiri1StephanGünnemann1AbstractFigure1.Visualiza...
of Estimation Evaluating Are Robustness
2023-11-16 18:38:021884710.4 KB7
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Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information
Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2Abstracthavestartedtouseasocialgraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
Matrix with Graph Estimation Latent
2023-11-16 18:31:10978662.39 KB20
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Deeply-Debiased Off-Policy Interval Estimation
Deeply-DebiasedOff-PolicyIntervalEstimationChengchunShi1RunzheWan2VictorChernozhukov3RuiSong2Abstractvalue,itiscrucialtoconstructaconﬁdenceinterval(CI)thatquantiﬁestheuncertaintyofthevalueestimat...
Estimation Off-Policy Interval Deeply-Debiased
2023-11-16 18:31:021106475.06 KB24
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Decomposed Mutual Information Estimation for Contrastive Representation Learning
DecomposedMutualInformationEstimationforContrastiveRepresentationLearningAlessandroSordoni1NouhaDziri2HannesSchulz1GeoffGordon1PhilBachman1RemiTachet1Abstractsupervisedrepresentationlearningapproac...
for Estimation Representation Information Decomposed
2023-11-16 18:30:591863788.46 KB2
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Budgeted Heterogeneous Treatment Effect Estimation
BudgetedHeterogeneousTreatmentEffectEstimationTianQin1Tian-ZuoWang1Zhi-HuaZhou1Abstractmentassignmentisrandomized,sotheestimatescanbereadilyobtained.However,RCTsareoftencostlytorun,Heterogeneoustre...
Estimation treatment effect Budgeted Heterogeneous
2023-11-16 18:11:1619011.39 MB11
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BORE Bayesian Optimization by Density-Ratio Estimation
BORE:BayesianOptimizationbyDensity-RatioEstimationLouisC.Tiao12AaronKlein3MatthiasSeeger3EdwinV.Bonilla21Ce´dricArchambeau3FabioRamos14Abstractdensity1(x)Bayesianoptimization(BO)isamongthemostg(x)...
Optimization by Bayesian Estimation BORE
2023-11-16 18:07:381276897.14 KB6
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Black-box density function Estimation using recursive partitioning
Black-boxdensityfunctionEstimationusingrecursivepartitioningErikBodin1ZhenwenDai2NeillD.F.Campbell3CarlHenrikEk4Abstractispreventingtractablecomputationsisthatthedensityfunc-tiondoesnothaveanamenab...
Using Density Estimation Recursive Partitioning
2023-11-16 18:07:375672.53 MB11
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Active Learning for Distributionally Robust Level-Set Estimation
ActiveLearningforDistributionallyRobustLevel-SetEstimationYuInatsu1ShogoIwazaki1IchiroTakeuchi12Abstractvironmentalvariables.Thedesignvariablesarecompletelycontrollable,whereasenvironmentalvariable...
Learning Active for Robust Estimation
2023-11-16 18:00:23717486.38 KB24
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