| Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders | May 29, 2023 | DecoderImputation | —Unverified | 0 |
| Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network | Oct 5, 2021 | Generative Adversarial NetworkManagement | —Unverified | 0 |
| Network Modeling and Pathway Inference from Incomplete Data ("PathInf") | Oct 1, 2018 | Data SummarizationDiagnostic | —Unverified | 0 |
| NeuMiss networks: differentiable programming for supervised learning with missing values | Jul 3, 2020 | ImputationMissing Values | —Unverified | 0 |
| Neural ODEs for Informative Missingness in Multivariate Time Series | May 20, 2020 | Deep LearningImputation | —Unverified | 0 |
| New Hardness Results for Low-Rank Matrix Completion | Jun 23, 2025 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| New penalized criteria for smooth non-negative tensor factorization with missing entries | Mar 22, 2022 | Missing Values | —Unverified | 0 |
| No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning | Apr 20, 2025 | ImputationIncremental Learning | —Unverified | 0 |
| No imputation without representation | Jun 28, 2022 | AttributeImputation | —Unverified | 0 |
| Noisy and Incomplete Boolean Matrix Factorizationvia Expectation Maximization | May 29, 2019 | Missing Values | —Unverified | 0 |
| Nonparametric End-to-End Probabilistic Forecasting of Distributed Generation Outputs Considering Missing Data Imputation | Mar 31, 2024 | ImputationMissing Values | —Unverified | 0 |
| Novel Representation Learning Technique using Graphs for Performance Analytics | Jan 19, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Nowcasting the Portuguese GDP with Monthly Data | Jun 14, 2022 | Missing Values | —Unverified | 0 |
| OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation | Mar 26, 2024 | Data AugmentationMissing Values | —Unverified | 0 |
| Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks | Mar 2, 2021 | Causal InferenceMissing Values | —Unverified | 0 |
| One-sided Matrix Completion from Two Observations Per Row | Jun 6, 2023 | Matrix CompletionMissing Values | —Unverified | 0 |
| Online Forecasting Matrix Factorization | Dec 23, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Online Missing Value Imputation and Change Point Detection with the Gaussian Copula | Sep 25, 2020 | Change Point DetectionImputation | —Unverified | 0 |
| Adaptive Spatio-temporal Estimation on the Graph Edges via Line Graph Transformation | Nov 1, 2023 | Missing Values | —Unverified | 0 |
| On recovery of signals with single point spectrum degeneracy | Sep 25, 2018 | Missing Values | —Unverified | 0 |
| On the Initialization of Long Short-Term Memory Networks | Dec 22, 2019 | Missing Valuesregression | —Unverified | 0 |
| On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets | Mar 13, 2024 | feature selectionImputation | —Unverified | 0 |
| Optimal Clustering with Missing Values | Feb 26, 2019 | ClusteringImputation | —Unverified | 0 |
| Optimal Settings for Cryptocurrency Trading Pairs | Oct 20, 2022 | Heuristic SearchManagement | —Unverified | 0 |
| Optimal Shrinkage of Singular Values Under Random Data Contamination | Oct 26, 2017 | Missing Values | —Unverified | 0 |
| Optimal Transport with Heterogeneously Missing Data | May 22, 2025 | Matrix CompletionMissing Values | —Unverified | 0 |
| Optimized Linear Imputation | Nov 17, 2015 | ImputationMissing Values | —Unverified | 0 |
| OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values | Mar 14, 2025 | Disease PredictionImputation | —Unverified | 0 |
| fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser | Sep 26, 2020 | ImputationMissing Values | CodeCode Available | 0 |
| Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs | Aug 19, 2023 | Contrastive LearningImputation | CodeCode Available | 0 |
| Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data Challenge | Jun 9, 2023 | Missing ValuesTime Series | CodeCode Available | 0 |
| Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease Prediction | Nov 22, 2022 | Disease PredictionKidney Function | CodeCode Available | 0 |
| FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health Records | Aug 22, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes | Nov 5, 2016 | Missing ValuesProbabilistic Programming | CodeCode Available | 0 |
| Missing Data Imputation with Adversarially-trained Graph Convolutional Networks | May 6, 2019 | DenoisingImputation | CodeCode Available | 0 |
| Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning | Jun 16, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors | Nov 18, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | May 6, 2024 | AstronomyIrregular Time Series | CodeCode Available | 0 |
| Robust Lasso-Zero for sparse corruption and model selection with missing covariates | May 12, 2020 | Missing ValuesModel Selection | CodeCode Available | 0 |
| Clustering Rooftop PV Systems via Probabilistic Embeddings | May 15, 2025 | ClusteringImputation | CodeCode Available | 0 |
| Federated Survival Forests | Feb 6, 2023 | Federated LearningMissing Values | CodeCode Available | 0 |
| Consumer-grade EEG-based Eye Tracking | Mar 18, 2025 | EEGMissing Values | CodeCode Available | 0 |
| Generalized probabilistic canonical correlation analysis for multi-modal data integration with full or partial observations | Apr 15, 2025 | ClusteringData Integration | CodeCode Available | 0 |
| TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration | Nov 26, 2023 | Decision MakingDecoder | CodeCode Available | 0 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 |
| FCDSN-DC: An Accurate and Lightweight Convolutional Neural Network for Stereo Estimation with Depth Completion | Sep 14, 2022 | Depth CompletionMissing Values | CodeCode Available | 0 |
| Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version) | Nov 13, 2023 | AttributeImputation | CodeCode Available | 0 |
| Deep learning for clustering of multivariate clinical patient trajectories with missing values | Nov 15, 2019 | ClusteringMissing Values | CodeCode Available | 0 |
| Trinary Decision Trees for handling missing data | Sep 7, 2023 | Missing Values | CodeCode Available | 0 |
| GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Imaging Studies | Oct 13, 2022 | Missing Values | CodeCode Available | 0 |