SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 681–690 of 1237 papers

TitleStatusHype
Variational Mixture of HyperGenerators for Learning Distributions Over FunctionsCode0
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations—0
Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking—0
IRTCI: Item Response Theory for Categorical Imputation—0
Participatory Personalization in Classification—0
Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks—0
ClueGAIN: Application of Transfer Learning On Generative Adversarial Imputation Nets (GAIN)—0
The Investment Management Game: Extending the Scope of the Notion of Core—0
Using Machine Learning to Develop Smart Reflex Testing Protocols—0
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks—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