SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 491–500 of 1237 papers

TitleStatusHype
DiffPhase: Generative Diffusion-based STFT Phase Retrieval—0
Ae^2I: A Double Autoencoder for Imputation of Missing Values—0
Graph Signal Adaptive Message Passing—0
Covariance Decomposition for Distance Based Species Tree Estimation—0
IFGAN: Missing Value Imputation using Feature-specific Generative Adversarial Networks—0
Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models—0
An Adaptive Oversampling Learning Method for Class-Imbalanced Fault Diagnostics and Prognostics—0
Handling missing data in Burundian sovereign bond market—0
Handling missing data in model-based clustering—0
Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction—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