| Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks | May 17, 2018 | Variable Selection | —Unverified | 0 | 0 |
| DECOrrelated feature space partitioning for distributed sparse regression | Feb 8, 2016 | parameter estimationregression | —Unverified | 0 | 0 |
| Decoupling Shrinkage and Selection for the Bayesian Quantile Regression | Jul 18, 2021 | quantile regressionregression | —Unverified | 0 | 0 |
| Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies | Jul 7, 2023 | Time SeriesVariable Selection | —Unverified | 0 | 0 |
| Deep Learning: A Bayesian Perspective | Jun 1, 2017 | Deep Learningregression | —Unverified | 0 | 0 |
| Deep Multistage Multi-Task Learning for Quality Prediction of Multistage Manufacturing Systems | May 17, 2021 | Multi-Task LearningVariable Selection | —Unverified | 0 | 0 |
| Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch | Jun 14, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 | 0 |
| Deep Variable-Block Chain with Adaptive Variable Selection | Dec 7, 2019 | Variable Selection | —Unverified | 0 | 0 |
| Detecting and Diagnosing Terrestrial Gravitational-Wave Mimics Through Feature Learning | Mar 9, 2022 | Variable Selection | —Unverified | 0 | 0 |
| Determination of class-specific variables in nonparametric multiple-class classification | May 7, 2022 | ClassificationDecision Making | —Unverified | 0 | 0 |
| Developing an ICU scoring system with interaction terms using a genetic algorithm | Apr 22, 2016 | ICU MortalityMortality Prediction | —Unverified | 0 | 0 |
| Differentially Private Variable Selection via the Knockoff Filter | Sep 12, 2021 | Variable Selection | —Unverified | 0 | 0 |
| Dimensionality Reduction and State Space Systems: Forecasting the US Treasury Yields Using Frequentist and Bayesian VARs | Aug 14, 2021 | Dimensionality ReductionVariable Selection | —Unverified | 0 | 0 |
| Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection | Sep 17, 2020 | Dimensionality ReductionVariable Selection | —Unverified | 0 | 0 |
| DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering | Apr 8, 2023 | ClusteringVariable Selection | —Unverified | 0 | 0 |
| Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX | Apr 2, 2014 | Computational EfficiencyVariable Selection | —Unverified | 0 | 0 |
| Double Machine Learning and Automated Confounder Selection -- A Cautionary Tale | Aug 25, 2021 | BIG-bench Machine LearningModel Selection | —Unverified | 0 | 0 |
| Dynamic sparsity on dynamic regression models | Sep 29, 2020 | regressionVariable Selection | —Unverified | 0 | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 | 0 |
| Economic Forecasts Using Many Noises | Dec 9, 2023 | Dimensionality ReductionVariable Selection | —Unverified | 0 | 0 |
| ecpc: An R-package for generic co-data models for high-dimensional prediction | May 16, 2022 | regressionVariable Selection | —Unverified | 0 | 0 |
| Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms | Nov 30, 2021 | regressionVariable Selection | —Unverified | 0 | 0 |
| Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models | Mar 11, 2016 | ClusteringVariable Selection | —Unverified | 0 | 0 |
| Efficient hinging hyperplanes neural network and its application in nonlinear system identification | May 15, 2019 | regressionVariable Selection | —Unverified | 0 | 0 |
| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 | 0 |