SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 991–1000 of 1237 papers

TitleStatusHype
Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach—0
Generative Partial Multi-View Clustering—0
MCFlow: Monte Carlo Flow Models for Data ImputationCode1
Age-structured impact of social distancing on the COVID-19 epidemic in IndiaCode1
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation—0
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder—0
A Supervised Machine Learning Model For Imputing Missing Boarding Stops In Smart Card Data—0
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality PredictionCode2
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time SeriesCode0
A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs—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