SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 821–830 of 1237 papers

TitleStatusHype
A Kernel-Expanded Stochastic Neural NetworkCode0
Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique—0
Multi-task longitudinal forecasting with missing values on Alzheimer's Disease—0
Differentiable and Scalable Generative Adversarial Models for Data Imputation—0
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems—0
Model-based Clustering with Missing Not At Random DataCode0
DeepFIB: Self-Imputation for Time Series Anomaly Detection—0
On the Relation between Prediction and Imputation Accuracy under Missing Covariates—0
Auditing Black-Box Prediction Models for Data Minimization ComplianceCode0
What’s a good imputation to predict with missing values?—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