SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 691–700 of 1237 papers

TitleStatusHype
On Missing Scores in Evolving Multibiometric Systems—0
On Multivariate Singular Spectrum Analysis and its Variants—0
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis—0
Conditional Generation of Periodic Signals with Fourier-Based Decoder—0
On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets—0
On the Relation between Prediction and Imputation Accuracy under Missing Covariates—0
Conditional Information Bottleneck Approach for Time Series Imputation—0
Conditional Lagrangian Wasserstein Flow for Time Series Imputation—0
Optimal Clustering with Missing Values—0
A Mechanism for Producing Aligned Latent Spaces with Autoencoders—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