| Learning Local Search Heuristics for Boolean Satisfiability | Dec 1, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Stable Learning via Sample Reweighting | Nov 28, 2019 | parameter estimationVariable Selection | —Unverified | 0 |
| A Discrete CVAE for Response Generation on Short-Text Conversation | Nov 22, 2019 | DecoderDiversity | —Unverified | 0 |
| Bayesian sparse convex clustering via global-local shrinkage priors | Nov 20, 2019 | ClusteringVariable Selection | —Unverified | 0 |
| LMLFM: Longitudinal Multi-Level Factorization Machine | Nov 11, 2019 | Variable Selection | CodeCode Available | 0 |
| Power analysis of knockoff filters for correlated designs | Oct 28, 2019 | Variable Selection | —Unverified | 0 |
| Variable Selection with Copula Entropy | Oct 28, 2019 | Explainable ModelsFeature Importance | CodeCode Available | 0 |
| An Ensemble Approach toward Automated Variable Selection for Network Anomaly Detection | Oct 28, 2019 | Anomaly DetectionVariable Selection | —Unverified | 0 |
| Sparse Reduced-Rank Regression for Simultaneous Rank and Variable Selection via Manifold Optimization | Oct 11, 2019 | regressionVariable Selection | CodeCode Available | 0 |
| Variable Selection with Random Survival Forest and Bayesian Additive Regression Tree for Survival Data | Oct 4, 2019 | regressionSurvival Analysis | —Unverified | 0 |
| Netboost: Boosting-supported network analysis improves high-dimensional omics prediction in acute myeloid leukemia and Huntington's disease | Sep 27, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Knockoff-Inspired Feature Selection via Generative Models | Sep 25, 2019 | feature selectionVariable Selection | —Unverified | 0 |
| The column measure and Gradient-Free Gradient Boosting | Sep 24, 2019 | Computational EfficiencyModel Selection | —Unverified | 0 |
| Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning | Sep 17, 2019 | Variable Selection | —Unverified | 0 |
| Variable selection with false discovery rate control in deep neural networks | Sep 17, 2019 | Variable Selection | CodeCode Available | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 |
| Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction | Aug 21, 2019 | Variable Selection | CodeCode Available | 0 |
| Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting | Aug 4, 2019 | General Classificationregression | —Unverified | 0 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Iteratively Reweighted _1-Penalized Robust Regression | Jul 9, 2019 | regressionVariable Selection | CodeCode Available | 0 |
| 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 |
