| Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning | Sep 21, 2024 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning | Mar 21, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling | May 8, 2025 | feature selectionObject | CodeCode Available | 0 |
| Accurate Dictionary Learning with Direct Sparsity Control | Oct 1, 2018 | Dictionary Learningfeature selection | CodeCode Available | 0 |
| Margin Optimal Classification Trees | Oct 19, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Optimized Deep Feature Selection for Pneumonia Detection: A Novel RegNet and XOR-Based PSO Approach | Aug 31, 2023 | feature selectionPneumonia Detection | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| High-dimensional classification by sparse logistic regression | Jun 26, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets | May 4, 2024 | feature selection | CodeCode Available | 0 |
| High-Dimensional Feature Selection for Genomic Datasets | Feb 27, 2020 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree | Feb 15, 2023 | feature selection | CodeCode Available | 0 |
| Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection | Jul 17, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| MATE: Plugging in Model Awareness to Task Embedding for Meta Learning | Dec 1, 2020 | feature selectionFew-Shot Learning | CodeCode Available | 0 |
| High Dimensional Semiparametric Latent Graphical Model for Mixed Data | Apr 29, 2014 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Adversarial Feature Selection against Evasion Attacks | May 25, 2020 | feature selectionMalware Detection | CodeCode Available | 0 |
| Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform | Aug 15, 2019 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Ensemble Wrapper Subsampling for Deep Modulation Classification | May 10, 2020 | Classificationfeature selection | CodeCode Available | 0 |
| A Hash-based Co-Clustering Algorithm for Categorical Data | Jul 29, 2014 | Clusteringfeature selection | CodeCode Available | 0 |
| An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark | Jul 6, 2017 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Reducing the Computational Complexity of Learning with Random Convolutional Features | May 5, 2023 | feature selectionTime Series | CodeCode Available | 0 |
| MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation | Oct 8, 2024 | Decoderfeature selection | CodeCode Available | 0 |
| SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning | Dec 7, 2021 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern | May 11, 2024 | Alzheimer's Disease Detectionfeature selection | CodeCode Available | 0 |
| Optimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneously | Jun 11, 2020 | feature selection | CodeCode Available | 0 |
| Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications | May 5, 2020 | Drift Detectionfeature selection | CodeCode Available | 0 |