| A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval | Jan 6, 2025 | In-Context LearningSensor Modeling | —Unverified | 0 |
| A Graphical Approach to State Variable Selection in Off-policy Learning | Jan 1, 2025 | Causal InferenceDimensionality Reduction | —Unverified | 0 |
| PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects | Dec 24, 2024 | regressionVariable Selection | —Unverified | 0 |
| Fréchet regression with implicit denoising and multicollinearity reduction | Dec 24, 2024 | Denoisingfeature selection | —Unverified | 0 |
| Variable Selection for Comparing High-dimensional Time-Series Data | Dec 9, 2024 | Time SeriesVariable Selection | —Unverified | 0 |
| Proximal Iteration for Nonlinear Adaptive Lasso | Dec 7, 2024 | Variable Selection | CodeCode Available | 0 |
| Optimal Particle-based Approximation of Discrete Distributions (OPAD) | Nov 30, 2024 | Variable Selection | —Unverified | 0 |
| Iterative Reweighted Framework Based Algorithms for Sparse Linear Regression with Generalized Elastic Net Penalty | Nov 22, 2024 | Variable Selection | —Unverified | 0 |
| On the Selection Stability of Stability Selection and Its Applications | Nov 14, 2024 | Decision MakingVariable Selection | CodeCode Available | 0 |
| Variable Selection in Convex Piecewise Linear Regression | Nov 4, 2024 | regressionVariable Selection | —Unverified | 0 |
