| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 |
| Multiple Testing and Variable Selection along the path of the Least Angle Regression | Jun 28, 2019 | Model Selectionregression | CodeCode Available | 0 |
| Replicated Vector Approximate Message Passing For Resampling Problem | May 23, 2019 | Ensemble LearningVariable Selection | —Unverified | 0 |
| Comparison of Machine Learning Models in Food Authentication Studies | May 17, 2019 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Efficient hinging hyperplanes neural network and its application in nonlinear system identification | May 15, 2019 | regressionVariable Selection | —Unverified | 0 |
| A Bayesian Finite Mixture Model with Variable Selection for Data with Mixed-type Variables | May 9, 2019 | ClusteringVariable Selection | —Unverified | 0 |
| INVASE: Instance-wise Variable Selection using Neural Networks | May 1, 2019 | feature selectionVariable Selection | CodeCode Available | 0 |
| Variational Bayes for high-dimensional linear regression with sparse priors | Apr 15, 2019 | Model Selectionregression | —Unverified | 0 |
| Sparse Learning for Variable Selection with Structures and Nonlinearities | Mar 26, 2019 | BIG-bench Machine LearningSparse Learning | —Unverified | 0 |
| Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification | Mar 21, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
