SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 471–480 of 1237 papers

TitleStatusHype
Addressing Discretization-Induced Bias in Demographic PredictionCode0
Geometry- and Accuracy-Preserving Random Forest ProximitiesCode0
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature SetsCode0
Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian ModelCode0
Imputing typological values via phylogenetic inferenceCode0
Matrix Inference and Estimation in Multi-Layer ModelsCode0
Customer Price Sensitivities in Competitive Automobile Insurance Markets—0
Automated data processing and feature engineering for deep learning and big data applications: a survey—0
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization—0
CrowdMI: Multiple Imputation via Crowdsourcing—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