| i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems | Apr 1, 2022 | Click-Through Rate PredictionFeature Engineering | CodeCode Available | 0 |
| rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes | Mar 31, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset | Mar 30, 2022 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM | Mar 27, 2022 | feature selection | —Unverified | 0 |
| Feature Selective Transformer for Semantic Image Segmentation | Mar 26, 2022 | feature selectionImage Segmentation | —Unverified | 0 |
| AutoML for Deep Recommender Systems: A Survey | Mar 25, 2022 | AutoMLfeature selection | —Unverified | 0 |
| Feature Selection on Quantum Computers | Mar 24, 2022 | feature selection | CodeCode Available | 0 |
| On Supervised Feature Selection from High Dimensional Feature Spaces | Mar 22, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Diagnosis of Schizophrenia: A comprehensive evaluation | Mar 22, 2022 | Classificationfeature selection | —Unverified | 0 |
| ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning | Mar 21, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels | Mar 15, 2022 | Classificationfeature selection | —Unverified | 0 |
| Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease | Mar 11, 2022 | Ensemble Learningfeature selection | —Unverified | 0 |
| Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials | Mar 10, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Error-based Knockoffs Inference for Controlled Feature Selection | Mar 9, 2022 | Feature Importancefeature selection | —Unverified | 0 |
| Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data | Mar 8, 2022 | AutoMLfeature selection | —Unverified | 0 |
| Beam Search for Feature Selection | Mar 8, 2022 | Classificationfeature selection | —Unverified | 0 |
| Using Statistical Models to Detect Occupancy in Buildings through Monitoring VOC, CO_2, and other Environmental Factors | Mar 7, 2022 | feature selection | —Unverified | 0 |
| Fuzzy Forests For Feature Selection in High-Dimensional Survey Data: An Application to the 2020 U.S. Presidential Election | Mar 5, 2022 | feature selection | —Unverified | 0 |
| Parallel feature selection based on the trace ratio criterion | Mar 3, 2022 | feature selectionManagement | —Unverified | 0 |
| Detecting Chronic Kidney Disease(CKD) at the Initial Stage: A Novel Hybrid Feature-selection Method and Robust Data Preparation Pipeline for Different ML Techniques | Mar 2, 2022 | feature selectionImputation | —Unverified | 0 |
| Continual Feature Selection: Spurious Features in Continual Learning | Mar 2, 2022 | Continual Learningfeature selection | —Unverified | 0 |
| Advanced Methods for Connectome-Based Predictive Modeling of Human Intelligence: A Novel Approach Based on Individual Differences in Cortical Topography | Mar 1, 2022 | feature selection | —Unverified | 0 |
| Tricks and Plugins to GBM on Images and Sequences | Mar 1, 2022 | feature selection | —Unverified | 0 |
| Fast Feature Selection with Fairness Constraints | Feb 28, 2022 | Fairnessfeature selection | —Unverified | 0 |
| Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity | Feb 25, 2022 | Additive modelsfeature selection | —Unverified | 0 |