SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 1237 papers

TitleStatusHype
A Novel Framework for Analyzing Structural Transformation in Data-Constrained Economies Using Bayesian Modeling and Machine Learning—0
Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation—0
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction—0
Exact heat kernel on a hypersphere and its applications in kernel SVM—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does imputation matter? Benchmark for predictive models—0
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models—0
Domain Adaptation Under MNAR Missingness—0
Domain Adaptation with Incomplete Target Domains—0
Distances with mixed type variables some modified Gower's coefficients—0
An Unsupervised Homogenization Pipeline for Clustering Similar Patients using Electronic Health Record Data—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Doubly Robust Inference in Causal Latent Factor Models—0
Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random—0
Calibration of prediction rules for life-time outcomes using prognostic Cox regression survival models and multiple imputations to account for missing predictor data with cross-validatory assessment—0
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data—0
DPERC: Direct Parameter Estimation for Mixed Data—0
BRATI: Bidirectional Recurrent Attention for Time-Series Imputation—0
An Update to the Minho Quotation Resource—0
Driving-Signal Aware Full-Body Avatars—0
Dual-Label Learning With Irregularly Present Labels—0
Categorical EHR Imputation with Generative Adversarial Nets—0
Dynamical selection of Nash equilibria using Experience Weighted Attraction Learning: emergence of heterogeneous mixed equilibria—0
Dynamic Question Ordering in Online Surveys—0
A novel feature selection framework for incomplete data—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