SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 571–580 of 1237 papers

TitleStatusHype
Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique—0
Imputing missing values with unsupervised random trees—0
Network embedding unveils the hidden interactions in the mammalian virome—0
DeepFIB: Self-Imputation for Time Series Anomaly Detection—0
Imputation techniques on missing values in breast cancer treatment and fertility data—0
Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models—0
Deep Generative Imputation Model for Missing Not At Random Data—0
Deconvolutional Networks on Graph Data—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
Imputation Strategies for Rightcensored Wages in Longitudinal Datasets—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