| 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 |
