SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 1237 papers

TitleStatusHype
Semi-self-supervised Automated ICD Coding—0
Can Foundation Models Wrangle Your Data?Code5
Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patternsCode1
Inference with Imputed Data: The Allure of Making Stuff Up—0
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks—0
Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements—0
StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random—0
Explainable Data Imputation using Constraints—0
Some performance considerations when using multi-armed bandit algorithms in the presence of missing data—0
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation—0
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation—0
Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Genomics DataCode0
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings—0
Interpolation of Missing Swaption Volatility Data using Gibbs Sampling on Variational Autoencoders—0
Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks—0
A Variational Autoencoder for Heterogeneous Temporal and Longitudinal DataCode0
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network—0
Gaussian Processes for Missing Value ImputationCode1
Controllable Missingness from Uncontrollable Missingness: Joint Learning Measurement Policy and Imputation—0
MLPro: A System for Hosting Crowdsourced Machine Learning Challenges for Open-Ended Research Problems—0
Oil reservoir recovery factor assessment using Bayesian networks based on advanced approaches to analogues clustering—0
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level PredictionsCode1
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical DataCode1
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Show:102550
← PrevPage 29 of 50Next →
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