SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 626–650 of 1237 papers

TitleStatusHype
Multilinear Kernel Regression and Imputation via Manifold Learning—0
Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique—0
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion—0
Clustering with missing data: which equivalent for Rubin's rules?—0
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI—0
Multi-objective Feature Selection with Missing Data in Classification—0
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation—0
Clustering with Missing Features: A Penalized Dissimilarity Measure based approach—0
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs—0
Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders—0
CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes—0
Cohort-Based Active Modality Acquisition—0
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems—0
Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback—0
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning—0
Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction—0
Collaboratively Learning Linear Models with Structured Missing Data—0
Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks—0
Multiple Predictively Equivalent Risk Models for Handling Missing Data at Time of Prediction: with an Application in Severe Hypoglycemia Risk Prediction for Type 2 Diabetes—0
Multiple Robust Learning for Recommendation—0
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT)—0
Multi-Source Data Fusion for Cyberattack Detection in Power Systems—0
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network—0
Multitask learning meets tensor factorization: task imputation via convex optimization—0
Multi-Task Learning with Incomplete Data for Healthcare—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