| Catching Change-points with Lasso | Dec 1, 2007 | Variable Selection | —Unverified | 0 | 0 |
| Causal nearest neighbor rules for optimal treatment regimes | Nov 22, 2017 | Causal InferenceVariable Selection | —Unverified | 0 | 0 |
| CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference | Apr 7, 2024 | Causal InferenceDimensionality Reduction | —Unverified | 0 | 0 |
| CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate | May 5, 2025 | Variable Selection | —Unverified | 0 | 0 |
| Closed-form Estimators for High-dimensional Generalized Linear Models | Dec 1, 2015 | FormVariable Selection | —Unverified | 0 | 0 |
| Comparison of Machine Learning Models in Food Authentication Studies | May 17, 2019 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 | 0 |
| Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework | Jul 25, 2018 | PredictionPrognosis | —Unverified | 0 | 0 |
| Covariate-Elaborated Robust Partial Information Transfer with Conditional Spike-and-Slab Prior | Mar 30, 2024 | Transfer LearningVariable Selection | —Unverified | 0 | 0 |
| Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series | Apr 30, 2025 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Conditional Variable Selection for Intelligent Test | Jul 1, 2022 | Variable Selection | —Unverified | 0 | 0 |
| Confidence Sets Based on Thresholding Estimators in High-Dimensional Gaussian Regression Models | Aug 14, 2013 | regressionVariable Selection | —Unverified | 0 | 0 |
| Confounder Selection via Support Intersection | Dec 25, 2019 | Variable Selection | —Unverified | 0 | 0 |
| Consistent selection of tuning parameters via variable selection stability | Aug 16, 2012 | regressionVariable Selection | —Unverified | 0 | 0 |
| Consistent support recovery for high-dimensional diffusions | Jan 28, 2025 | Variable Selection | —Unverified | 0 | 0 |
| Controlled-Variable Selection based on Chaos Theory for the Tennessee Eastman Plant | Oct 5, 2021 | Variable Selection | —Unverified | 0 | 0 |
| Controlling false discoveries in high-dimensional situations: Boosting with stability selection | Nov 5, 2014 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery | Jan 30, 2023 | Model Discoveryregression | —Unverified | 0 | 0 |
| Correlation scenarios and correlation stress testing | Jul 14, 2021 | Variable Selection | —Unverified | 0 | 0 |
| Counterfactual Generation with Knockoffs | Feb 1, 2021 | counterfactualVariable Selection | —Unverified | 0 | 0 |
| Credit Ratings: Heterogeneous Effect on Capital Structure | Jun 27, 2024 | Causal InferenceVariable Selection | —Unverified | 0 | 0 |
| Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance | Dec 10, 2015 | Variable Selection | —Unverified | 0 | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 | 0 |
| Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients | Aug 1, 2021 | regressionRelation | —Unverified | 0 | 0 |
| Data-driven model selection within the matrix completion method for causal panel data models | Feb 2, 2024 | Matrix CompletionModel Selection | —Unverified | 0 | 0 |
| Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset | Sep 23, 2013 | Implicit Relationsregression | —Unverified | 0 | 0 |