SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1111–1120 of 1237 papers

TitleStatusHype
Imputation and low-rank estimation with Missing Not At Random dataCode0
Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation—0
Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data—0
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation—0
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames—0
Evaluating the Impact of Intensity Normalization on MR Image SynthesisCode0
MIWAE: Deep Generative Modelling and Imputation of Incomplete Data—0
Imputation of Clinical Covariates in Time Series—0
Multivariate Time Series Imputation with Generative Adversarial Networks—0
Fairness Under Unawareness: Assessing Disparity When Protected Class Is UnobservedCode0
Show:102550
← PrevPage 112 of 124Next →
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