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
Network embedding unveils the hidden interactions in the mammalian virome—0
Arbitrary Conditional Distributions with EnergyCode0
Driving-Signal Aware Full-Body Avatars—0
Missing Data Infill with Automunge—0
Graph Sanitation with Application to Node Classification—0
Generative Semi-supervised Learning for Multivariate Time Series Imputation—0
Learning Representations for Incomplete Time Series Clustering—0
snpQT: flexible, reproducible, and comprehensive quality control and imputation of genomic dataCode0
Calibration of prediction rules for life-time outcomes using prognostic Cox regression survival models and multiple imputations to account for missing predictor data with cross-validatory assessment—0
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction—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