| MINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values | Nov 23, 2023 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers | Nov 1, 2022 | FairnessImputation | CodeCode Available | 0 | 5 |
| Improving Missing Data Imputation with Deep Generative Models | Feb 27, 2019 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series | Jan 14, 2024 | ImputationMemorization | CodeCode Available | 0 | 5 |
| Imputing typological values via phylogenetic inference | Nov 1, 2020 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Iterative Neural Autoregressive Distribution Estimator (NADE-k) | Jun 5, 2014 | Density EstimationImage Generation | CodeCode Available | 0 | 5 |
| Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version) | Nov 13, 2023 | AttributeImputation | CodeCode Available | 0 | 5 |
| Greedy structure learning from data that contain systematic missing values | Jul 9, 2021 | Missing Values | CodeCode Available | 0 | 5 |
| Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales | Dec 24, 2024 | Graph structure learningImputation | CodeCode Available | 0 | 5 |
| Handling Missing Values in Local Post-hoc Explainability | Oct 21, 2023 | Decision MakingFeature Importance | CodeCode Available | 0 | 5 |
| Graph Markov Network for Traffic Forecasting with Missing Data | Dec 10, 2019 | Edge-computingImputation | CodeCode Available | 0 | 5 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 | 5 |
| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 | 5 |
| Hybrid Recommender System based on Autoencoders | Jun 24, 2016 | Collaborative FilteringMatrix Completion | CodeCode Available | 0 | 5 |
| GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Imaging Studies | Oct 13, 2022 | Missing Values | CodeCode Available | 0 | 5 |
| A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values | Jun 12, 2018 | Missing Values | CodeCode Available | 0 | 5 |
| Generalized probabilistic canonical correlation analysis for multi-modal data integration with full or partial observations | Apr 15, 2025 | ClusteringData Integration | CodeCode Available | 0 | 5 |
| Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data Challenge | Jun 9, 2023 | Missing ValuesTime Series | CodeCode Available | 0 | 5 |
| Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors | Nov 18, 2024 | Federated LearningMissing Values | CodeCode Available | 0 | 5 |
| Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data | Feb 1, 2018 | DiversityImputation | CodeCode Available | 0 | 5 |
| fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser | Sep 26, 2020 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | May 6, 2024 | AstronomyIrregular Time Series | CodeCode Available | 0 | 5 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 | 5 |
| Federated Survival Forests | Feb 6, 2023 | Federated LearningMissing Values | CodeCode Available | 0 | 5 |
| Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning | Jun 16, 2018 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
