| Solar: L_0 solution path averaging for fast and accurate variable selection in high-dimensional data | 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 |
| 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 |
| 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 |
| 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 |
| Fast, Optimal, and Targeted Predictions using Parametrized Decision Analysis | Jun 23, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
