SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 61–70 of 1237 papers

TitleStatusHype
Imputer: Sequence Modelling via Imputation and Dynamic ProgrammingCode1
Incomplete Multi-view Clustering via Prototype-based ImputationCode1
Age-structured impact of social distancing on the COVID-19 epidemic in IndiaCode1
Estimating conditional density of missing values using deep Gaussian mixture modelCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Factor-Based Imputation of Missing Values and Covariances in Panel Data of Large DimensionsCode1
From data to functa: Your data point is a function and you can treat it like oneCode1
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data TypesCode1
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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