| Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection | Sep 17, 2020 | Dimensionality ReductionVariable Selection | —Unverified | 0 |
| Variable selection for Gaussian process regression through a sparse projection | Aug 25, 2020 | parameter estimationregression | —Unverified | 0 |
| Grouping effects of sparse CCA models in variable selection | Aug 7, 2020 | Variable Selection | —Unverified | 0 |
| Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndrome | Aug 1, 2020 | regressionVariable Selection | CodeCode Available | 0 |
| Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing | Jul 30, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 |
| Rademacher upper bounds for cross-validation errors with an application to the lasso | Jul 30, 2020 | BlockingVariable Selection | —Unverified | 0 |
| Improving probability selecting based weights for Satisfiability Problem | Jul 30, 2020 | Variable Selection | —Unverified | 0 |
| Accuracy and stability of solar variable selection comparison under complicated dependence structures | Jul 30, 2020 | Graph Learningregression | CodeCode Available | 0 |
| Solar: L_0 solution path averaging for fast and accurate variable selection in high-dimensional data | Jul 30, 2020 | Variable Selection | —Unverified | 0 |
| Understanding Implicit Regularization in Over-Parameterized Single Index Model | Jul 16, 2020 | Variable Selection | —Unverified | 0 |
| When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates | Jul 14, 2020 | Decision MakingFeature Engineering | —Unverified | 0 |
| Variable Selection via Thompson Sampling | Jul 1, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications | Jun 26, 2020 | Dimensionality ReductionDisentanglement | —Unverified | 0 |
| A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics | Jun 23, 2020 | Variable Selection | —Unverified | 0 |
| Fast, Optimal, and Targeted Predictions using Parametrized Decision Analysis | Jun 23, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors | Jun 22, 2020 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org | Jun 20, 2020 | Causal InferenceFairness | —Unverified | 0 |
| FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated Features | Jun 17, 2020 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Selecting Diverse Models for Scientific Insight | Jun 16, 2020 | FormModel Selection | —Unverified | 0 |
| Robust Grouped Variable Selection Using Distributionally Robust Optimization | Jun 10, 2020 | ClusteringVariable Selection | —Unverified | 0 |
| Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets | Jun 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data | Jun 2, 2020 | regressionVariable Selection | —Unverified | 0 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 1 |
| Instance Explainable Temporal Network For Multivariate Timeseries | May 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm | May 20, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
