SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–575 of 1237 papers

TitleStatusHype
Driving Mechanisms and Forecasting of China's Pet Population-An ARIMA-RF-HW Hybrid Approach—0
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems—0
Constructing High Frequency Economic Indicators by Imputation—0
Forecasting the Price of Rice in Banda Aceh after Covid-19—0
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach—0
AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning—0
Flexible Motion In-betweening with Diffusion Models—0
Fine-tuning -- a Transfer Learning approach—0
Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks—0
A Structured Prediction Approach for Missing Value Imputation—0
Conditional Lagrangian Wasserstein Flow for Time Series Imputation—0
Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning—0
Filling in the Blanks: Applying Data Imputation in incomplete Water Metering Data—0
Conditional Information Bottleneck Approach for Time Series Imputation—0
A step towards the integration of machine learning and small area estimation—0
A method for comparing multiple imputation techniques: a case study on the U.S. National COVID Cohort Collaborative—0
A Data-Driven Analytical Framework of Estimating Multimodal Travel Demand Patterns using Mobile Device Location Data—0
Filling in Missing FX Implied Volatilities with Uncertainties: Improving VAE-Based Volatility Imputation—0
Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models—0
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments—0
Conditional Generation of Periodic Signals with Fourier-Based Decoder—0
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models—0
Federated Learning over Harmonized Data Silos—0
Federated Expectation Maximization with heterogeneity mitigation and variance reduction—0
Show:102550
← PrevPage 23 of 50Next →
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