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Imputation

Substituting missing data with values according to some criteria.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–360 of 1237 papers

Title	Date	Tasks	Status	Hype	Score
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response	Dec 1, 2019	General ClassificationImputation	CodeCode Available	0	5
Deep learning with missing data	Apr 21, 2025	Deep LearningImputation	CodeCode Available	0	5
Ghost Imputation: Accurately Reconstructing Missing Data of the Off Period	May 3, 2020	Imputation	CodeCode Available	0	5
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks	Mar 31, 2019	Graph Neural NetworkImputation	CodeCode Available	0	5
Handling Incomplete Heterogeneous Data using VAEs	Jul 10, 2018	Imputation	CodeCode Available	0	5
Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data	Oct 11, 2023	ImputationTime Series	CodeCode Available	0	5
Bayesian Simultaneous Factorization and Prediction Using Multi-Omic Data	Nov 29, 2022	ImputationPrediction	CodeCode Available	0	5
Efficient HLA imputation from sequential SNPs data by Transformer	Nov 11, 2022	Imputation	CodeCode Available	0	5
CDR: Conservative Doubly Robust Learning for Debiased Recommendation	Aug 13, 2023	ImputationRecommendation Systems	CodeCode Available	0	5
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View	Mar 21, 2024	Imputation	CodeCode Available	0	5

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All datasets HMNIST PhysioNet Challenge 2012 Sprites

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	AUROC	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	AUROC	0.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	MSE	0	—	Unverified