| Principal Component Analysis and Factor Analysis for Feature Selection in Credit Rating | Nov 18, 2020 | feature selection | —Unverified | 0 |
| Sampling Approach Matters: Active Learning for Robotic Language Acquisition | Nov 16, 2020 | Active LearningDiversity | —Unverified | 0 |
| Dependency-based Anomaly Detection: a General Framework and Comprehensive Evaluation | Nov 13, 2020 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition | Nov 10, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables | Nov 9, 2020 | feature selection | —Unverified | 0 |
| Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient | Nov 8, 2020 | feature selectionModel Selection | —Unverified | 0 |
| Machine learning applications to DNA subsequence and restriction site analysis | Nov 7, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak | Nov 6, 2020 | feature selectionregression | —Unverified | 0 |
| High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation | Nov 3, 2020 | Causal Inferencefeature selection | —Unverified | 0 |
| Exploring Coreference Features in Heterogeneous Data | Nov 1, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Beyond Adjacency Pairs: Hierarchical Clustering of Long Sequences for Human-Machine Dialogues | Nov 1, 2020 | ClusteringDependency Parsing | —Unverified | 0 |
| DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks | Nov 1, 2020 | feature selectionvalid | CodeCode Available | 0 |
| LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection | Oct 31, 2020 | Attributefeature selection | —Unverified | 0 |
| Information-theoretic Feature Selection via Tensor Decomposition and Submodularity | Oct 30, 2020 | Combinatorial Optimizationfeature selection | —Unverified | 0 |
| An Exact Solution Path Algorithm for SLOPE and Quasi-Spherical OSCAR | Oct 29, 2020 | Clusteringfeature selection | —Unverified | 0 |
| Online feature selection for rapid, low-overhead learning in networked systems | Oct 28, 2020 | feature selectionManagement | —Unverified | 0 |
| Dynamic Bayesian Approach for decision-making in Ego-Things | Oct 28, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Graph embedding using multi-layer adjacent point merging model | Oct 28, 2020 | Classificationfeature selection | —Unverified | 0 |
| Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble | Oct 27, 2020 | ClassificationEnsemble Learning | —Unverified | 0 |
| BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory | Oct 26, 2020 | feature selection | CodeCode Available | 0 |
| Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization | Oct 26, 2020 | feature selection | —Unverified | 0 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| On the Adversarial Robustness of LASSO Based Feature Selection | Oct 20, 2020 | Adversarial Robustnessfeature selection | —Unverified | 0 |
| An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification | Oct 19, 2020 | feature selectionPlaying the Game of 2048 | —Unverified | 0 |
| Factorization Machines with Regularization for Sparse Feature Interactions | Oct 19, 2020 | feature selection | CodeCode Available | 1 |
