| Estimating Conditional Mutual Information for Dynamic Feature Selection | Jun 5, 2023 | feature selection | CodeCode Available | 0 |
| HOPE: High-order Polynomial Expansion of Black-box Neural Networks | Jul 17, 2023 | feature selection | CodeCode Available | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| ShuffleGate: An Efficient and Self-Polarizing Feature Selection Method for Large-Scale Deep Models in Industry | Mar 12, 2025 | Feature Importancefeature selection | CodeCode Available | 0 |
| Optimizing model-agnostic Random Subspace ensembles | Sep 7, 2021 | Feature Importancefeature selection | CodeCode Available | 0 |
| Active Feature Selection for the Mutual Information Criterion | Dec 13, 2020 | feature selectionMulti-Armed Bandits | CodeCode Available | 0 |
| MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction | Jul 25, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| How Important Is a Neuron? | May 30, 2018 | feature selectionSentiment Analysis | CodeCode Available | 0 |
| Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval | Jan 16, 2025 | feature selectionIn-Context Learning | CodeCode Available | 0 |
| Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem | Jun 7, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Your Causal Self-Attentive Recommender Hosts a Lonely Neighborhood | Jun 4, 2024 | feature selectionInductive Bias | CodeCode Available | 0 |
| Similarity Preserving Unsupervised Feature Selection based on Sparse Learning | Dec 15, 2020 | feature selectionSparse Learning | CodeCode Available | 0 |
| Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONY | Jan 3, 2018 | feature selectionregression | CodeCode Available | 0 |
| Simple is what you need for efficient and accurate medical image segmentation | Jun 16, 2025 | feature selectionImage Segmentation | CodeCode Available | 0 |
| HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity | May 19, 2025 | Benchmarkingfeature selection | CodeCode Available | 0 |
| Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks | Oct 30, 2018 | feature selectionPICO | CodeCode Available | 0 |
| Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images | Sep 26, 2021 | Decoderfeature selection | CodeCode Available | 0 |
| A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML | Dec 11, 2023 | AutoMLfeature selection | CodeCode Available | 0 |
| Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks | May 9, 2022 | Collaborative FilteringFeature Engineering | CodeCode Available | 0 |
| Orthogonal Least Squares Based Fast Feature Selection for Linear Classification | Jan 21, 2021 | Classificationfeature selection | CodeCode Available | 0 |
| DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks | Nov 1, 2020 | feature selectionvalid | CodeCode Available | 0 |
| Evolutionary Optimization for the Classification of Small Molecules Regulating the Circadian Rhythm Period: A Reliable Assessment | Apr 27, 2025 | Classificationfeature selection | CodeCode Available | 0 |
| Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version | Jan 16, 2025 | feature selection | CodeCode Available | 0 |
| Uncertainty-aware INVASE: Enhanced Breast Cancer Diagnosis Feature Selection | May 4, 2021 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification in SVM prediction | May 21, 2025 | feature selectionPrediction | CodeCode Available | 0 |
