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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 1181–1190 of 1237 papers

Title	Date	Tasks	Status	Hype
Efficient and Adaptive Linear Regression in Semi-Supervised Settings	Jan 17, 2017	Imputationregression	—Unverified	0
CrowdMI: Multiple Imputation via Crowdsourcing	Dec 8, 2016	Imputationvalid	—Unverified	0
Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation	Dec 7, 2016	Collaborative FilteringDecision Making	—Unverified	0
Prognostics of Surgical Site Infections using Dynamic Health Data	Nov 12, 2016	Decision MakingImputation	—Unverified	0
A nonparametric HMM for genetic imputation and coalescent inference	Nov 2, 2016	Imputation	—Unverified	0
Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications	Oct 31, 2016	ImputationMatrix Completion	—Unverified	0
Missing Data Imputation for Supervised Learning	Oct 28, 2016	General ClassificationImputation	CodeCode Available	0
Input Convex Neural Networks	Sep 22, 2016	ImputationInference Optimization	CodeCode Available	0
An approach to dealing with missing values in heterogeneous data using k-nearest neighbors	Aug 13, 2016	Decision MakingImputation	—Unverified	0
HeMIS: Hetero-Modal Image Segmentation	Jul 18, 2016	Image SegmentationImputation	CodeCode Available	0

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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