| Coupling a generative model with a discriminative learning framework for speaker verification | Jan 9, 2021 | Decision Makingfeature selection | —Unverified | 0 |
| Leveraging Multilingual Transformers for Hate Speech Detection | Jan 8, 2021 | feature selectionGeneral Classification | CodeCode Available | 0 |
| Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI | Jan 6, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference | Jan 6, 2021 | Causal Inferencefeature selection | CodeCode Available | 1 |
| A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data | Jan 3, 2021 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Net-DNF: Effective Deep Modeling of Tabular Data | Jan 1, 2021 | feature selectionInductive Bias | —Unverified | 0 |
| Feature-Robust Optimal Transport for High-Dimensional Data | Jan 1, 2021 | feature selectionSemantic correspondence | —Unverified | 0 |
| A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization | Jan 1, 2021 | compressed sensingfeature selection | —Unverified | 0 |
| UMEC: Unified model and embedding compression for efficient recommendation systems | Jan 1, 2021 | Efficient Neural Networkfeature selection | —Unverified | 0 |
| Dynamic Feature Selection for Efficient and Interpretable Human Activity Recognition | Jan 1, 2021 | Activity RecognitionCombinatorial Optimization | —Unverified | 0 |
| Multi-scale Network Architecture Search for Object Detection | Jan 1, 2021 | feature selectionObject | —Unverified | 0 |
| Elastic Net based Feature Ranking and Selection | Dec 30, 2020 | Feature Importancefeature selection | CodeCode Available | 0 |
| Sparse PCA via l_2,p-Norm Regularization for Unsupervised Feature Selection | Dec 29, 2020 | feature selection | —Unverified | 0 |
| Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection | Dec 27, 2020 | Clusteringfeature selection | —Unverified | 0 |
| Explainable Multi-class Classification of Medical Data | Dec 26, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| More Powerful and General Selective Inference for Stepwise Feature Selection using the Homotopy Continuation Approach | Dec 25, 2020 | feature selection | CodeCode Available | 0 |
| Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention | Dec 23, 2020 | Denoisingfeature selection | —Unverified | 0 |
| Unboxing Engagement in YouTube Influencer Videos: An Attention-Based Approach | Dec 22, 2020 | Feature Engineeringfeature selection | —Unverified | 0 |
| Improving Sample and Feature Selection with Principal Covariates Regression | Dec 22, 2020 | feature selectionregression | CodeCode Available | 1 |
| Facebook Ad Engagement in the Russian Active Measures Campaign of 2016 | Dec 21, 2020 | feature selection | —Unverified | 0 |
| Personalized fall detection monitoring system based on learning from the user movements | Dec 21, 2020 | feature selection | —Unverified | 0 |
| Simultaneous View and Feature Selection for Collaborative Multi-Robot Perception | Dec 17, 2020 | feature selectionObject Recognition | —Unverified | 0 |
| piSAAC: Extended notion of SAAC feature selection novel method for discrimination of Enzymes model using different machine learning algorithm | Dec 16, 2020 | feature selectionSensitivity | —Unverified | 0 |
| Optimized Random Forest Model for Botnet Detection Based on DNS Queries | Dec 16, 2020 | feature selection | —Unverified | 0 |
| Similarity Preserving Unsupervised Feature Selection based on Sparse Learning | Dec 15, 2020 | feature selectionSparse Learning | CodeCode Available | 0 |
| Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support | Dec 14, 2020 | CPUfeature selection | —Unverified | 0 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Classification of ALS patients based on acoustic analysis of sustained vowel phonations | Dec 14, 2020 | feature selectionGeneral Classification | CodeCode Available | 0 |
| Active Feature Selection for the Mutual Information Criterion | Dec 13, 2020 | feature selectionMulti-Armed Bandits | CodeCode Available | 0 |
| Feature Selection Based on Sparse Neural Network Layer with Normalizing Constraints | Dec 11, 2020 | feature selection | —Unverified | 0 |
| Sequential estimation of Spearman rank correlation using Hermite series estimators | Dec 11, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization | Dec 8, 2020 | ClusteringDecoder | CodeCode Available | 0 |
| Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules | Dec 7, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Towards Better Object Detection in Scale Variation with Adaptive Feature Selection | Dec 6, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| Using Machine Learning to Automate Mammogram Images Analysis | Dec 6, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series | Dec 2, 2020 | feature selectionTime Series | —Unverified | 0 |
| Feature-Based Forensic Text Comparison Using a Poisson Model for Likelihood Ratio Estimation | Dec 1, 2020 | Authorship Attributionfeature selection | —Unverified | 0 |
| Malware Detection using Artificial Bee Colony Algorithm | Dec 1, 2020 | feature selectionMalware Analysis | —Unverified | 0 |
| Analysis of Drifting Features | Dec 1, 2020 | feature selection | CodeCode Available | 0 |
| Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders | Dec 1, 2020 | ClusteringDenoising | CodeCode Available | 1 |
| Learning Feature Sparse Principal Subspace | Dec 1, 2020 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Causal analysis of Covid-19 Spread in Germany | Dec 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| MATE: Plugging in Model Awareness to Task Embedding for Meta Learning | Dec 1, 2020 | feature selectionFew-Shot Learning | CodeCode Available | 0 |
| Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data | Nov 30, 2020 | feature selection | —Unverified | 0 |
| A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces | Nov 30, 2020 | Clusteringfeature selection | CodeCode Available | 0 |
| Twitter Spam Detection: A Systematic Review | Nov 30, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| A Role for Prior Knowledge in Statistical Classification of the Transition from MCI to Alzheimer's Disease | Nov 28, 2020 | ClassificationClinical Knowledge | —Unverified | 0 |
| Discriminatory Expressions to Produce Interpretable Models in Short Documents | Nov 27, 2020 | feature selection | CodeCode Available | 0 |
| Online Orthogonal Matching Pursuit | Nov 22, 2020 | feature selectionregression | —Unverified | 0 |
| Accelerating Text Mining Using Domain-Specific Stop Word Lists | Nov 18, 2020 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |