| SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values | Dec 26, 2024 | Code GenerationImputation | —Unverified | 0 |
| Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales | Dec 24, 2024 | Graph structure learningImputation | CodeCode Available | 0 |
| DepthLab: From Partial to Complete | Dec 24, 2024 | Depth CompletionMissing Values | —Unverified | 0 |
| Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study | Dec 18, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| S&P 500 Trend Prediction | Dec 16, 2024 | Feature EngineeringFeature Importance | —Unverified | 0 |
| Missing data imputation for noisy time-series data and applications in healthcare | Dec 15, 2024 | Deep LearningDenoising | —Unverified | 0 |
| AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark | Dec 9, 2024 | Missing Values | —Unverified | 0 |
| FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma | Dec 8, 2024 | Federated LearningMissing Values | —Unverified | 0 |
| Interpretable Generalized Additive Models for Datasets with Missing Values | Dec 3, 2024 | Additive modelsImputation | CodeCode Available | 0 |
| MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis | Dec 2, 2024 | Contrastive LearningMissing Values | —Unverified | 0 |
