SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1111–1120 of 1237 papers

TitleStatusHype
Dynamic Question Ordering in Online Surveys—0
Dynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns—0
DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness—0
E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation—0
Early Detection of Sepsis using Ensemblers—0
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective—0
Efficient and Adaptive Linear Regression in Semi-Supervised Settings—0
Efficient data augmentation using graph imputation neural networks—0
Semi-Supervised Off Policy Reinforcement Learning—0
Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings—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