| Controlling false discoveries in high-dimensional situations: Boosting with stability selection | Nov 5, 2014 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection | Jan 6, 2020 | Feature ImportanceVariable Selection | —Unverified | 0 |
| A Theory of Dichotomous Valuation with Applications to Variable Selection | Aug 1, 2018 | Variable Selection | —Unverified | 0 |
| Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Developing an ICU scoring system with interaction terms using a genetic algorithm | Apr 22, 2016 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Differentially Private Variable Selection via the Knockoff Filter | Sep 12, 2021 | Variable Selection | —Unverified | 0 |
| Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance | Dec 10, 2015 | Variable Selection | —Unverified | 0 |
| Credit Ratings: Heterogeneous Effect on Capital Structure | Jun 27, 2024 | Causal InferenceVariable Selection | —Unverified | 0 |
| Asymptotic properties for combined L_1 and concave regularization | May 11, 2016 | Variable Selection | —Unverified | 0 |
| Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models | Dec 5, 2019 | Econometricsregression | —Unverified | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 |
| Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients | Aug 1, 2021 | regressionRelation | —Unverified | 0 |
| Data-driven model selection within the matrix completion method for causal panel data models | Feb 2, 2024 | Matrix CompletionModel Selection | —Unverified | 0 |
| Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset | Sep 23, 2013 | Implicit Relationsregression | —Unverified | 0 |
| Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks | May 17, 2018 | Variable Selection | —Unverified | 0 |
| DECOrrelated feature space partitioning for distributed sparse regression | Feb 8, 2016 | parameter estimationregression | —Unverified | 0 |
| Decoupling Shrinkage and Selection for the Bayesian Quantile Regression | Jul 18, 2021 | quantile regressionregression | —Unverified | 0 |
| Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies | Jul 7, 2023 | Time SeriesVariable Selection | —Unverified | 0 |
| A Unified Framework for Sparse Relaxed Regularized Regression: SR3 | Jul 14, 2018 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Deep Learning: A Bayesian Perspective | Jun 1, 2017 | Deep Learningregression | —Unverified | 0 |
| A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random | May 25, 2025 | ClusteringComputational Efficiency | —Unverified | 0 |
| Deep Multistage Multi-Task Learning for Quality Prediction of Multistage Manufacturing Systems | May 17, 2021 | Multi-Task LearningVariable Selection | —Unverified | 0 |
| Automatic Identification of Twin Zygosity in Resting-State Functional MRI | Jun 30, 2018 | Variable Selection | —Unverified | 0 |
| Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch | Jun 14, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| An ADMM approach for multi-response regression with overlapping groups and interaction effects | Mar 20, 2023 | parameter estimationregression | —Unverified | 0 |