SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 771–780 of 1237 papers

TitleStatusHype
Multi-Linear Kernel Regression and Imputation in Data Manifolds—0
Multilinear Kernel Regression and Imputation via Manifold Learning—0
Time Series Missing Imputation with Multivariate Radial Basis Function Neural Network—0
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion—0
tspDB: Time Series Predict DB—0
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI—0
Multi-objective Feature Selection with Missing Data in Classification—0
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation—0
Ae^2I: A Double Autoencoder for Imputation of Missing Values—0
Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data—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