| The Bayesian SLOPE | Aug 31, 2016 | regressionVariable Selection | —Unverified | 0 |
| A Mathematical Framework for Feature Selection from Real-World Data with Non-Linear Observations | Aug 31, 2016 | feature selectionVariable Selection | —Unverified | 0 |
| Sparse additive Gaussian process with soft interactions | Jul 9, 2016 | regressionVariable Selection | —Unverified | 0 |
| Training Auto-encoders Effectively via Eliminating Task-irrelevant Input Variables | May 31, 2016 | DenoisingVariable Selection | —Unverified | 0 |
| Bayesian Variable Selection for Globally Sparse Probabilistic PCA | May 19, 2016 | Model SelectionVariable Selection | —Unverified | 0 |
| Asymptotic properties for combined L_1 and concave regularization | May 11, 2016 | Variable Selection | —Unverified | 0 |
| High dimensional thresholded regression and shrinkage effect | May 11, 2016 | Predictionregression | —Unverified | 0 |
| Unbiased split variable selection for random survival forests using maximally selected rank statistics | May 11, 2016 | Selection biasSurvival Prediction | —Unverified | 0 |
| Asymptotic equivalence of regularization methods in thresholded parameter space | May 11, 2016 | Variable Selection | —Unverified | 0 |
| Fuzzy clustering of distribution-valued data using adaptive L2 Wasserstein distances | May 2, 2016 | ClusteringVariable Selection | —Unverified | 0 |
