"Nonparametric"的相关文档

标签“Nonparametric”的相关文档，共16条

Nonparametric Hamiltonian Monte Carlo
NonparametricHamiltonianMonteCarloCarolMak1FabianZaiser1LukeOng1Abstractessentialtoautomatetheinferenceoflatentvariablesinthemodel,conditionedontheobserveddata.Probabilisticprogrammingusesprogramst...
Monte Carlo Nonparametric Hamiltonian
2023-11-16 19:15:3817982.44 MB6
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Nonparametric Decomposition of Sparse Tensors
NonparametricDecompositionofSparseTensorsConorTillinghast1ShandianZhe1Abstractdecompositionisafundamentalframeworkformultiwaydataanalysis.Ingeneral,tensordecompositionaimstoes-Tensordecompositionis...
of Sparse Nonparametric Decomposition Tensors
2023-11-16 19:15:38715609.63 KB3
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Consistent Nonparametric Methods for Network Assisted Covariate Estimation
ConsistentNonparametricMethodsforNetworkAssistedCovariateEstimationXueyuMao1DeepayanChakrabarti2PurnamritaSarkar3Abstractforinvestigatingprivacyinsocialnetworks,amongothers.Thus,ageneralsolutiontot...
for Methods Consistent Network Nonparametric
2023-11-16 18:11:1314013.8 MB24
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Self-Modulating Nonparametric Event-Tensor Factorization
Self-ModulatingNonparametricEvent-TensorFactorizationZhengWang1XinqiChu2ShandianZhe1Abstractfactorization,whichlearnsasetoflatentfactorstorepresenteachparticipant.Withthefactorrepresentations,wecan...
Nonparametric Factorization Self-Modulating Event-Tensor
2023-11-14 21:46:217383.74 MB29
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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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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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Sliced-Wasserstein Flows Nonparametric Generative Modeling via Optimal Transport and Diffusions
Sliced-WassersteinFlows:NonparametricGenerativeModelingviaOptimalTransportandDiffusionsAntoineLiutkus1UmutS¸ims¸ekli2SzymonMajewski3AlainDurmus4Fabian-RobertSto¨ter1Abstract2013)andgenerativeadv...
Generative via Optimal Nonparametric Modeling
2023-11-13 14:48:3414135.22 MB14
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Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap
ScalableNonparametricSamplingfromMultimodalPosteriorswiththePosteriorBootstrapEdwinFong12SimonLyddon1ChrisHolmes12AbstractsamplefrommultimodalposteriorswithMCMCincludepar-alleltempering(Neal,1996)a...
from Sampling with Nonparametric Scalable
2023-11-13 14:48:2913151.74 MB10
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Nonparametric Bayesian Deep Networks with Local Competition
NonparametricBayesianDeepNetworkswithLocalCompetitionKonstantinosP.Panousis1SotiriosChatzis2SergiosTheodoridis13AbstractInaddition,thisfactrendersDNNssusceptibletostrongoverﬁttingtendenciesthatmay...
Networks with Deep Local Bayesian
2023-11-13 14:48:001135487.54 KB26
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Combining parametric and Nonparametric models for off-policy evaluation
CombiningParametricandNonparametricModelsforOff-PolicyEvaluationOmerGottesman1YaoLiu2ScottSussex1EmmaBrunskill2FinaleDoshi-Velez1Abstractjectoriesundertheevaluationpolicyviastitchingtogetheractualt...
for Models and Combining Off-Policy
2023-11-13 14:46:391615804.99 KB3
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Bayesian Nonparametric Federated Learning of Neural Networks
BayesianNonparametricFederatedLearningofNeuralNetworksMikhailYurochkin12MayankAgarwal12SoumyaGhosh123KristjanGreenewald12TrongNghiaHoang12YasamanKhazaeni12Abstractneedforcentralizeddata,insteaddesi...
Learning of Neural Networks Bayesian
2023-11-13 14:46:308726.27 MB19
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Nonparametric variable importance using an augmented neural network with multi-task learning
Nonparametricvariableimportanceusinganaugmentedneuralnetworkwithmulti-tasklearningJeanFeng1BrianD.Williamson1MarcoCarone12NoahSimon1Abstractrequiresarigorousdeﬁnitionofanestimablevariableim-portan...
Neural Using An Nonparametric Importance
2023-11-13 12:00:17786887.58 KB24
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Nonparametric Regression with Comparisons Escaping the Curse of Dimensionality with Ordinal Information
NonparametricRegressionwithComparisons:EscapingtheCurseofDimensionalitywithOrdinalInformationYichongXu1HariankMuthakana1SivaramanBalakrishnan2ArturDubrawski3AartiSingh1AbstractRd×R,invarioustaskso...
with Regression the Nonparametric Comparisons
2023-11-13 12:00:165133.97 MB28
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Distributed Nonparametric Regression under Communication Constraints
DistributedNonparametricRegressionunderCommunicationConstraintsYuanchengZhu1JohnLafferty2Abstractaggregatedfromthemultiplelocationstoformtheﬁnalesti-mate.However,thecommunicationbetweenmachinesmay...
Distributed Regression under Communication Nonparametric
2023-11-13 11:59:291152355.81 KB3
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Deep Bayesian Nonparametric Tracking
DeepBayesianNonparametricTrackingAonanZhang1JohnPaisley1Abstractcomplexmachinelearningtechniquessuchasdeepneuralnetworks(LeCunetal.,2015)usuallyﬁtsmoothnonlin-Time-seriesdataoftenexhibitirregularb...
Deep Bayesian Nonparametric Tracking
2023-11-13 11:59:241845676.63 KB6
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From Patches to Images A Nonparametric Generative Model
FromPatchestoImages:ANonparametricGenerativeModelGengJi1MichaelC.Hughes2ErikB.Sudderth13Abstractanddenoisingtoextractinformationdirectlyfromasinglecorruptedimage.Alternatively,theaccurateexpectedpa...
from Generative Model to Patches
2023-11-12 20:44:2618283.81 MB14
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