SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 991–1000 of 1237 papers

TitleStatusHype
ELMV: an Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values—0
On Multivariate Singular Spectrum Analysis and its Variants—0
Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network—0
Analytical Probability Distributions and EM-Learning for Deep Generative Networks—0
Longitudinal Variational Autoencoder—0
Causal Discovery from Incomplete Data using An Encoder and Reinforcement Learning—0
Handling missing data in model-based clustering—0
Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation—0
GAMIN: Generative Adversarial Multiple Imputation Network for Highly Missing Data—0
Path Imputation Strategies for Signature Models of Irregular Time SeriesCode0
Show:102550
← PrevPage 100 of 124Next →
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