| Exploring and Learning in Sparse Linear MDPs without Computationally Intractable Oracles | Sep 18, 2023 | feature selectionLearning Theory | —Unverified | 0 |
| Machine Learning Assessment of Damage Grade for Post-Earthquake Buildings: A Three-Stage Approach Directly Handling Categorical Features | Sep 18, 2023 | Feature Importancefeature selection | CodeCode Available | 0 |
| Noise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection | Sep 18, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints | Sep 17, 2023 | feature selectionregression | —Unverified | 0 |
| Making the Full Model Adaptive: Multi-level Domain Adaptation for Multi-Domain CTR Prediction | Sep 17, 2023 | Click-Through Rate PredictionDomain Adaptation | —Unverified | 0 |
| POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective | Sep 15, 2023 | Evolutionary Algorithmsfeature selection | CodeCode Available | 0 |
| iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models | Sep 14, 2023 | Clusteringfeature selection | —Unverified | 0 |
| Causal Entropy and Information Gain for Measuring Causal Control | Sep 14, 2023 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| Bayesian longitudinal tensor response regression for modeling neuroplasticity | Sep 12, 2023 | feature selectionregression | —Unverified | 0 |
| On Regularized Sparse Logistic Regression | Sep 12, 2023 | Binary ClassificationClassification | —Unverified | 0 |
