SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 891–900 of 1237 papers

TitleStatusHype
Multi-view Integration Learning for Irregularly-sampled Clinical Time SeriesCode0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
Customer Price Sensitivities in Competitive Automobile Insurance Markets—0
Variational manifold learning from incomplete data: application to multislice dynamic MRI—0
Unsupervised Imputation of Non-ignorably Missing Data Using Importance-Weighted Autoencoders—0
Multi-Source Data Fusion for Cyberattack Detection in Power Systems—0
Distances with mixed type variables some modified Gower's coefficients—0
Data-Driven Copy-Paste Imputation for Energy Time SeriesCode0
Mind the wealth gap: a new allocation method to match micro and macro statistics for household wealth—0
Using attention to model long-term dependencies in occupancy behavior—0
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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