| Unsupervised feature selection via self-paced learning and low-redundant regularization | Dec 14, 2021 | feature selection | —Unverified | 0 |
| Interaction-Aware Sensitivity Analysis for Aerodynamic Optimization Results using Information Theory | Dec 10, 2021 | feature selectionSensitivity | —Unverified | 0 |
| Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction | Dec 10, 2021 | feature selectionTime Series | —Unverified | 0 |
| On multivariate randomized classification trees: l_0-based sparsity, VC~dimension and decomposition methods | Dec 9, 2021 | Classificationfeature selection | —Unverified | 0 |
| SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning | Dec 7, 2021 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Enhanced Exploration in Neural Feature Selection for Deep Click-Through Rate Prediction Models via Ensemble of Gating Layers | Dec 7, 2021 | Click-Through Rate PredictionEnsemble Learning | —Unverified | 0 |
| Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval | Dec 3, 2021 | Ad-hoc video searchfeature selection | CodeCode Available | 1 |
| Machine Learning-Based Classification Algorithms for the Prediction of Coronary Heart Diseases | Dec 2, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Aircraft Classification Based on PCA and Feature Fusion Techniques in Convolutional Neural Network | Dec 1, 2021 | feature selection | —Unverified | 0 |
| An improved bearing fault detection strategy based on artificial bee colony algorithm | Dec 1, 2021 | Fault Detectionfeature selection | —Unverified | 0 |
| On the Value of Infinite Gradients in Variational Autoencoder Models | Dec 1, 2021 | feature selectionOpen-Ended Question Answering | —Unverified | 0 |
| A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression | Dec 1, 2021 | CPUfeature selection | —Unverified | 0 |
| Improving random walk rankings with feature selection and imputation | Nov 29, 2021 | feature selectionImputation | CodeCode Available | 0 |
| Morph Detection Enhanced by Structured Group Sparsity | Nov 29, 2021 | Face Recognitionfeature selection | —Unverified | 0 |
| Gated SwitchGAN for multi-domain facial image translation | Nov 28, 2021 | Attributefeature selection | —Unverified | 0 |
| Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development | Nov 27, 2021 | feature selection | —Unverified | 0 |
| Towards Understanding the Impact of Model Size on Differential Private Classification | Nov 27, 2021 | feature selectionPrivacy Preserving | —Unverified | 0 |
| A Two-Stage Feature Selection Approach for Robust Evaluation of Treatment Effects in High-Dimensional Observational Data | Nov 27, 2021 | Causal Inferencefeature selection | —Unverified | 0 |
| TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs | Nov 26, 2021 | feature selectionImage Classification | CodeCode Available | 1 |
| Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark | Nov 23, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Nov 21, 2021 | feature selectionInductive Learning | —Unverified | 0 |
| Inter-Domain Fusion for Enhanced Intrusion Detection in Power Systems: An Evidence Theoretic and Meta-Heuristic Approach | Nov 20, 2021 | feature selectionIntrusion Detection | CodeCode Available | 0 |
| Feature selection or extraction decision process for clustering using PCA and FRSD | Nov 20, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation | Nov 20, 2021 | Decoderfeature selection | CodeCode Available | 1 |
| Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection | Nov 17, 2021 | feature selection | CodeCode Available | 1 |
