| Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series | Apr 30, 2025 | Causal DiscoveryTime Series | —Unverified | 0 |
| Ridge partial correlation screening for ultrahigh-dimensional data | Apr 27, 2025 | regressionVariable Selection | —Unverified | 0 |
| Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise | Apr 23, 2025 | Distributed ComputingVariable Selection | —Unverified | 0 |
| Transformer Learns Optimal Variable Selection in Group-Sparse Classification | Apr 11, 2025 | Variable Selection | —Unverified | 0 |
| High Dimensional Bayesian Optimization using Lasso Variable Selection | Apr 2, 2025 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| Causal Feature Learning in the Social Sciences | Mar 17, 2025 | Causal InferenceVariable Selection | CodeCode Available | 0 |
| Spike-and-Slab Posterior Sampling in High Dimensions | Mar 4, 2025 | Variable Selection | —Unverified | 0 |
| Structural breaks detection and variable selection in dynamic linear regression via the Iterative Fused LASSO in high dimension | Feb 28, 2025 | Variable Selection | —Unverified | 0 |
| AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment | Feb 25, 2025 | Multi-Task LearningVariable Selection | CodeCode Available | 0 |
