| Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends | Nov 5, 2021 | Variable Selection | —Unverified | 0 |
| Semiparametric discrete data regression with Monte Carlo inference and prediction | Oct 23, 2021 | regressionVariable Selection | CodeCode Available | 0 |
| Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling | Oct 16, 2021 | Privacy PreservingRetrieval | —Unverified | 0 |
| The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control | Oct 12, 2021 | Variable Selection | —Unverified | 0 |
| Controlled-Variable Selection based on Chaos Theory for the Tennessee Eastman Plant | Oct 5, 2021 | Variable Selection | —Unverified | 0 |
| A Comparison of Variable Selection Methods for Blockwise Diagonal Designs | Sep 29, 2021 | Variable Selection | —Unverified | 0 |
| A gradient-based variable selection for binary classification in reproducing kernel Hilbert space | Sep 29, 2021 | Binary ClassificationVariable Selection | —Unverified | 0 |
| Provable Identifiability of ReLU Neural Networks via Lasso Regularization | Sep 29, 2021 | regressionVariable Selection | —Unverified | 0 |
| Deep neural networks with controlled variable selection for the identification of putative causal genetic variants | Sep 29, 2021 | Computational Efficiencyfeature selection | CodeCode Available | 0 |
| Non-stationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data | Sep 29, 2021 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection | Sep 20, 2021 | Bayesian OptimizationVariable Selection | CodeCode Available | 0 |
| Differentially Private Variable Selection via the Knockoff Filter | Sep 12, 2021 | Variable Selection | —Unverified | 0 |
| Variable Selection for Causal Inference via Outcome-Adaptive Random Forest | Sep 9, 2021 | Causal InferenceVariable Selection | —Unverified | 0 |
| What drives bitcoin? An approach from continuous local transfer entropy and deep learning classification models | Sep 2, 2021 | feature selectionVariable Selection | —Unverified | 0 |
| Double Machine Learning and Automated Confounder Selection -- A Cautionary Tale | Aug 25, 2021 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| Exclusive Group Lasso for Structured Variable Selection | Aug 23, 2021 | Variable Selection | CodeCode Available | 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 |
| Bayesian forecast combination using time-varying features | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients | Aug 1, 2021 | regressionRelation | —Unverified | 0 |
| Estimating high-dimensional Markov-switching VARs | Jul 27, 2021 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| LocalGLMnet: interpretable deep learning for tabular data | Jul 23, 2021 | Deep LearningFeature Engineering | —Unverified | 0 |
| Inference for High Dimensional Censored Quantile Regression | Jul 22, 2021 | Epidemiologyquantile regression | CodeCode Available | 0 |
| Order Book Queue Hawkes-Markovian Modeling | Jul 20, 2021 | Model SelectionVariable Selection | —Unverified | 0 |
| Decoupling Shrinkage and Selection for the Bayesian Quantile Regression | Jul 18, 2021 | quantile regressionregression | —Unverified | 0 |