| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| Dataset Optimization Strategies for MalwareTraffic Detection | Sep 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition | Sep 10, 2020 | feature selectionMetric Learning | CodeCode Available | 1 |
| sunny-as2: Enhancing SUNNY for Algorithm Selection | Sep 7, 2020 | feature selection | CodeCode Available | 1 |
| Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling | Sep 6, 2020 | feature selectionspeech-recognition | CodeCode Available | 1 |
| A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments | Aug 28, 2020 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Implicit Regularization via Neural Feature Alignment | Aug 3, 2020 | feature selectionModel Compression | CodeCode Available | 1 |
| Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks | Aug 1, 2020 | feature selection | CodeCode Available | 1 |
| Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance | Jul 21, 2020 | Anomaly DetectionFeature Importance | CodeCode Available | 1 |
| Towards Ground Truth Explainability on Tabular Data | Jul 20, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| RGB-D Salient Object Detection with Cross-Modality Modulation and Selection | Jul 14, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data | Jul 7, 2020 | ClusteringData Visualization | CodeCode Available | 1 |
| VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data | Jun 21, 2020 | feature selectionVocal Bursts Type Prediction | CodeCode Available | 1 |
| Infinite Feature Selection: A Graph-based Feature Filtering Approach | Jun 15, 2020 | feature selection | CodeCode Available | 1 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| Nonparametric Feature Impact and Importance | Jun 8, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content | May 29, 2020 | Benchmarkingfeature selection | CodeCode Available | 1 |
| Dynamic Refinement Network for Oriented and Densely Packed Object Detection | May 20, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Feature Selection with Evolving, Fast and Slow Using Two Parallel Genetic Algorithms | May 11, 2020 | feature selection | CodeCode Available | 1 |
| A Novel Outlook on Feature Selection as a Multi-objective Problem | Apr 29, 2020 | feature selection | CodeCode Available | 1 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Orthant Based Proximal Stochastic Gradient Method for _1-Regularized Optimization | Apr 7, 2020 | feature selectionModel Compression | CodeCode Available | 1 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 |
| Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification | Mar 20, 2020 | feature selectionFew-Shot Image Classification | CodeCode Available | 1 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| FsNet: Feature Selection Network on High-dimensional Biological Data | Jan 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks | Jan 17, 2020 | Descriptivefeature selection | CodeCode Available | 1 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 |
| Tree-based Intelligent Intrusion Detection System in Internet of Vehicles | Oct 18, 2019 | Autonomous VehiclesEnsemble Learning | CodeCode Available | 1 |
| Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods | Oct 4, 2019 | feature selection | CodeCode Available | 1 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 |
| Feature Selection via Mutual Information: New Theoretical Insights | Jul 17, 2019 | feature selectionregression | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains | Aug 12, 2018 | AllClassification | CodeCode Available | 1 |
| AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark | Jul 9, 2018 | Audio ClassificationDecision Making | CodeCode Available | 1 |
| Free-Form Image Inpainting with Gated Convolution | Jun 10, 2018 | feature selectionForm | CodeCode Available | 1 |
| Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing | May 30, 2018 | Clusteringfeature selection | CodeCode Available | 1 |
| Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining | Nov 22, 2017 | Benchmarkingfeature selection | CodeCode Available | 1 |
| featsel: A framework for benchmarking of feature selection algorithms and cost functions | Jul 19, 2017 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 |
| mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection | Jul 17, 2025 | feature selection | —Unverified | 0 |
| Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection | Jul 15, 2025 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning | Jul 14, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification | Jul 8, 2025 | DiagnosticExplainable artificial intelligence | —Unverified | 0 |
| scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection | Jun 25, 2025 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS | Jun 25, 2025 | Change Point Detectionfeature selection | —Unverified | 0 |
| Towards Interpretable and Efficient Feature Selection in Trajectory Datasets: A Taxonomic Approach | Jun 25, 2025 | Explainable artificial intelligencefeature selection | —Unverified | 0 |
