| EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems | Sep 26, 2022 | feature selectionRecommendation Systems | CodeCode Available | 4 | 5 |
| Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect | May 5, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 3 | 5 |
| RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection | Mar 9, 2024 | Anomaly Detectionfeature selection | CodeCode Available | 3 | 5 |
| Practical Video Object Detection via Feature Selection and Aggregation | Jul 29, 2024 | feature selectionGPU | CodeCode Available | 3 | 5 |
| X3D: Expanding Architectures for Efficient Video Recognition | Apr 9, 2020 | Action Classificationfeature selection | CodeCode Available | 2 | 5 |
| Spherical Transformer for LiDAR-based 3D Recognition | Mar 22, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 | 5 |
| SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders | Jan 29, 2025 | Adversarial AttackDenoising | CodeCode Available | 2 | 5 |
| The CAST package for training and assessment of spatial prediction models in R | Apr 10, 2024 | feature selectionModel Selection | CodeCode Available | 2 | 5 |
| Powershap: A Power-full Shapley Feature Selection Method | Jun 16, 2022 | feature selection | CodeCode Available | 2 | 5 |
| Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation | May 26, 2024 | feature selectionMixture-of-Experts | CodeCode Available | 2 | 5 |
| Neural interval-censored survival regression with feature selection | Jun 14, 2022 | feature selectionregression | CodeCode Available | 2 | 5 |
| LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers | Mar 18, 2025 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 2 | 5 |
| SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation | May 3, 2024 | feature selection | CodeCode Available | 2 | 5 |
| Dataset Optimization Strategies for MalwareTraffic Detection | Sep 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference | Jan 6, 2021 | Causal Inferencefeature selection | CodeCode Available | 1 | 5 |
| Deep Feature Selection for Anomaly Detection Based on Pretrained Network and Gaussian Discriminative Analysis | Sep 12, 2022 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 | 5 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 | 5 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 | 5 |
| Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective | Dec 29, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 | 5 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 | 5 |
| Correlation-based feature selection to identify functional dynamics in proteins | Apr 6, 2022 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems | Oct 5, 2022 | feature selection | CodeCode Available | 1 | 5 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 | 5 |
| CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity | Oct 4, 2023 | 3D Object Detectionfeature selection | CodeCode Available | 1 | 5 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 | 5 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 | 5 |
| Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining | Nov 22, 2017 | Benchmarkingfeature selection | CodeCode Available | 1 | 5 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| ARLO: A Framework for Automated Reinforcement Learning | May 20, 2022 | feature selectionMuJoCo | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection | Oct 27, 2021 | feature selection | CodeCode Available | 1 | 5 |
| A Novel Outlook on Feature Selection as a Multi-objective Problem | Apr 29, 2020 | feature selection | CodeCode Available | 1 | 5 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 | 5 |
| A Unified Multi-Task Semantic Communication System for Multimodal Data | Sep 16, 2022 | feature selectionSemantic Communication | CodeCode Available | 1 | 5 |
| AutoField: Automating Feature Selection in Deep Recommender Systems | Apr 19, 2022 | AutoMLfeature selection | CodeCode Available | 1 | 5 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| Binary Feature Mask Optimization for Feature Selection | Jan 23, 2024 | feature selection | CodeCode Available | 1 | 5 |
| Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods | Oct 4, 2019 | feature selection | CodeCode Available | 1 | 5 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection | Feb 10, 2021 | Adversarial Robustnessfeature selection | CodeCode Available | 1 | 5 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 | 5 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| 3D Human Body Reshaping with Anthropometric Modeling | Apr 5, 2021 | feature selectionImputation | CodeCode Available | 1 | 5 |
