SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1221–1230 of 1237 papers

TitleStatusHype
GEDI: A Graph-based End-to-end Data Imputation Framework—0
Some performance considerations when using multi-armed bandit algorithms in the presence of missing data—0
General Causal Imputation via Synthetic Interventions—0
Generalised learning of time-series: Ornstein-Uhlenbeck processes—0
An Admissible Shift-Consistent Method for Recommender Systems—0
Generalized Linear Models for Aggregated Data—0
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint—0
General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data—0
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs—0
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting—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