SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 961–970 of 1237 papers

TitleStatusHype
Arbitrary Conditional Distributions with EnergyCode0
Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparisonCode0
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing DataCode0
Asynchronous Graph GeneratorCode0
Auditing Black-Box Prediction Models for Data Minimization ComplianceCode0
A Unified Debiasing Approach for Vision-Language Models across Modalities and TasksCode0
Autoencoder-based Attribute Noise Handling Method for Medical DataCode0
A Variational Autoencoder for Heterogeneous Temporal and Longitudinal DataCode0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
BAMITA: Bayesian Multiple Imputation for Tensor ArraysCode0
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All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified