SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 501–510 of 1237 papers

TitleStatusHype
CATE Estimation With Potential Outcome Imputation From Local Regression—0
GIG: Graph Data Imputation With Graph Differential Dependencies—0
Handling missing values: A study of popular imputation packages in R—0
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques—0
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation—0
Unsupervised Imputation of Non-ignorably Missing Data Using Importance-Weighted Autoencoders—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements—0
HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data—0
Generative Trees: Adversarial and Copycat—0
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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