ConsistentNonparametricMethodsforNetworkAssistedCovariateEstimationXueyuMao1DeepayanChakrabarti2PurnamritaSarkar3Abstractforinvestigatingprivacyinsocialnetworks,amongothers.Thus,ageneralsolutiontot...
DeepMatch:BalancingDeepCovariateRepresentationsforCausalInferenceUsingAdversarialTrainingNathanKallus1Abstract(NNs)holdspromiseinenablingustocontrolforpotentiallycomplexrelationshipsandrichcovariat...
Decomposingfeature-levelvariationwithCovariateGaussianProcessLatentVariableModelsKasparMärtens1KieranRCampbell234ChristopherYau56Abstractpointn=1,...,Nandasetofmappingsf(j):z→y(j)foreveryfeaturey...
CovariateAdjustedPrecisionMatrixEstimationviaNonconvexOptimizationJinghuiChen1PanXu2LingxiaoWang2JianMa3QuanquanGu2Abstractassideinformationtoadjusttheestimationofprecisionmatrixcouldleadtobetterac...