| Electricity Theft Detection with self-attention | Feb 14, 2020 | Missing ValuesPosition | CodeCode Available | 1 |
| Selecting time-series hyperparameters with the artificial jackknife | Feb 11, 2020 | Missing ValuesTime Series | CodeCode Available | 1 |
| Missing Data Imputation using Optimal Transport | Feb 10, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Mind the gap: an experimental evaluation of imputation of missing values techniques in time series | Jan 15, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Predicting Pairwise Relations with Neural Similarity Encoders | Feb 6, 2017 | Collaborative FilteringDimensionality Reduction | CodeCode Available | 1 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 |
| Missing value imputation with adversarial random forests -- MissARF | Jul 21, 2025 | Density EstimationImputation | —Unverified | 0 |
| MoTM: Towards a Foundation Model for Time Series Imputation based on Continuous Modeling | Jul 17, 2025 | Domain GeneralizationImputation | —Unverified | 0 |
| DIM-SUM: Dynamic IMputation for Smart Utility Management | Jun 24, 2025 | ImputationManagement | —Unverified | 0 |
| New Hardness Results for Low-Rank Matrix Completion | Jun 23, 2025 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| PuckTrick: A Library for Making Synthetic Data More Realistic | Jun 23, 2025 | Missing ValuesSynthetic Data Generation | —Unverified | 0 |
| Universal Laboratory Model: prognosis of abnormal clinical outcomes based on routine tests | Jun 18, 2025 | CBC TESTMissing Values | —Unverified | 0 |
| Leveraging Predictive Equivalence in Decision Trees | Jun 17, 2025 | Interpretable Machine LearningMissing Values | CodeCode Available | 0 |
| VideoPDE: Unified Generative PDE Solving via Video Inpainting Diffusion Models | Jun 16, 2025 | Computational EfficiencyMissing Values | —Unverified | 0 |
| Cross-Domain Conditional Diffusion Models for Time Series Imputation | Jun 14, 2025 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness | Jun 10, 2025 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| MIRA: Medical Time Series Foundation Model for Real-World Health Data | Jun 9, 2025 | EthicsMissing Values | —Unverified | 0 |
| Geological Field Restoration through the Lens of Image Inpainting | Jun 5, 2025 | Image InpaintingMissing Values | —Unverified | 0 |
| Classifying Dental Care Providers Through Machine Learning with Features Ranking | Jun 4, 2025 | feature selectionMissing Values | —Unverified | 0 |
| Missing Data in Signal Processing and Machine Learning: Models, Methods and Modern Approaches | Jun 2, 2025 | ImputationMissing Values | —Unverified | 0 |
| Reconstruction of Partial Dissimilarity Matrices for Cognitive Neuroscience | May 31, 2025 | ImputationMissing Values | —Unverified | 0 |
| The WHY in Business Processes: Unification of Causal Process Models | May 28, 2025 | Missing Values | —Unverified | 0 |
| Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization | May 25, 2025 | Computational EfficiencyImputation | —Unverified | 0 |
| Optimal Transport with Heterogeneously Missing Data | May 22, 2025 | Matrix CompletionMissing Values | —Unverified | 0 |
