SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 421–430 of 1237 papers

TitleStatusHype
Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset—0
Federated-EM with heterogeneity mitigation and variance reduction—0
A nonparametric HMM for genetic imputation and coalescent inference—0
Diffusion Models for Time Series Applications: A Survey—0
Federated Learning over Harmonized Data Silos—0
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation—0
Clustering-based Imputation for Dropout Buyers in Large-scale Online Experimentation—0
Show:102550
← PrevPage 43 of 124Next →
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