| Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee | Nov 15, 2020 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| Precision-Recall Curve (PRC) Classification Trees | Nov 15, 2020 | ClassificationFraud Detection | —Unverified | 0 |
| Nonparametric Variable Screening with Optimal Decision Stumps | Nov 5, 2020 | DiagnosticModel Selection | —Unverified | 0 |
| Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Smoothly Adaptively Centered Ridge Estimator | Oct 31, 2020 | Variable Selection | —Unverified | 0 |
| Post-selection inference with HSIC-Lasso | Oct 29, 2020 | LEMMAVariable Selection | CodeCode Available | 1 |
| Latent Network Estimation and Variable Selection for Compositional Data via Variational EM | Oct 25, 2020 | Variable SelectionVariational Inference | CodeCode Available | 0 |
| Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors | Oct 24, 2020 | Computational Efficiencyregression | —Unverified | 0 |
| Reversible Jump PDMP Samplers for Variable Selection | Oct 22, 2020 | Variable Selection | CodeCode Available | 0 |
| Flexible mean field variational inference using mixtures of non-overlapping exponential families | Oct 14, 2020 | Variable SelectionVariational Inference | CodeCode Available | 0 |
