| Low-rank Dictionary Learning for Unsupervised Feature Selection | Jun 21, 2021 | Dictionary LearningFeature Correlation | CodeCode Available | 0 |
| Ultra Large-Scale Feature Selection using Count-Sketches | Jul 1, 2018 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Automated Model Selection for Tabular Data | Jan 1, 2024 | feature selectionmodel | CodeCode Available | 0 |
| QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection | May 16, 2019 | feature selectionMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Towards Understanding How Data Augmentation Works with Imbalanced Data | Apr 12, 2023 | Data Augmentationfeature selection | CodeCode Available | 0 |
| MACFE: A Meta-learning and Causality Based Feature Engineering Framework | Jul 8, 2022 | Feature Engineeringfeature selection | CodeCode Available | 0 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| Algorithm Selection for Collaborative Filtering: the influence of graph metafeatures and multicriteria metatargets | Jul 23, 2018 | Collaborative Filteringfeature selection | CodeCode Available | 0 |
| Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity | Jul 15, 2022 | Clusteringfeature selection | CodeCode Available | 0 |
| Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics | Sep 30, 2024 | Denoisingfeature selection | CodeCode Available | 0 |
| Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort | Mar 25, 2023 | feature selection | CodeCode Available | 0 |
| Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval | Mar 8, 2019 | feature selectionImage Retrieval | CodeCode Available | 0 |
| GFSNetwork: Differentiable Feature Selection via Gumbel-Sigmoid Relaxation | Mar 17, 2025 | Computational Efficiencyfeature selection | CodeCode Available | 0 |
| ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments | Jun 17, 2024 | feature selectionTriplet | CodeCode Available | 0 |
| Analogical Relevance Index | Jan 8, 2023 | feature selection | CodeCode Available | 0 |
| Machine Learning Assessment of Damage Grade for Post-Earthquake Buildings: A Three-Stage Approach Directly Handling Categorical Features | Sep 18, 2023 | Feature Importancefeature selection | CodeCode Available | 0 |
| DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection | Feb 27, 2024 | feature selection | CodeCode Available | 0 |
| Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information | Dec 1, 2016 | feature selection | CodeCode Available | 0 |
| Efficient Learning of Minimax Risk Classifiers in High Dimensions | Jun 11, 2023 | feature selection | CodeCode Available | 0 |
| Giving each task what it needs -- leveraging structured sparsity for tailored multi-task learning | Jun 5, 2024 | feature selectionMulti-Task Learning | CodeCode Available | 0 |
| Variance Tolerance Factors For Interpreting ALL Neural Networks | Sep 28, 2022 | AllFeature Importance | CodeCode Available | 0 |
| Semi-supervised multi-label feature selection via label correlation analysis with l1-norm graph embedding | Mar 1, 2017 | feature selectionGraph Embedding | CodeCode Available | 0 |
| The maximum capability of a topological feature in link prediction | Jun 30, 2022 | feature selectionLink Prediction | CodeCode Available | 0 |
| Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases | Aug 6, 2022 | Episode ClassificationFeature Engineering | CodeCode Available | 0 |
| Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers | Jul 17, 2024 | feature selectionFine-Grained Image Recognition | CodeCode Available | 0 |
