SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 791–800 of 1237 papers

TitleStatusHype
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation—0
Reward Shaping for User Satisfaction in a REINFORCE Recommender—0
CATE Estimation With Potential Outcome Imputation From Local Regression—0
Algorithmic Recourse with Missing Values—0
Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach—0
Robust and Heterogenous Odds Ratio: Estimating Price Sensitivity for Unbought Items—0
A Convexified Matching Approach to Imputation and Individualized Inference—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering—0
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series—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