| A machine learning framework for neighbor generation in metaheuristic search | Dec 22, 2022 | Combinatorial OptimizationVariable Selection | —Unverified | 0 |
| Multi-Task Learning for Sparsity Pattern Heterogeneity: Statistical and Computational Perspectives | Dec 16, 2022 | Multi-Task LearningVariable Selection | CodeCode Available | 0 |
| Applications of Machine Learning for the Ratemaking in Agricultural Insurances | Dec 6, 2022 | Variable Selection | —Unverified | 0 |
| Can Machine Learning discover the determining factors in participation in insurance schemes? A comparative analysis | Dec 6, 2022 | Variable Selection | —Unverified | 0 |
| Stable Learning via Sparse Variable Independence | Dec 2, 2022 | Variable Selection | —Unverified | 0 |
| Transfer learning for tensor Gaussian graphical models | Nov 17, 2022 | Functional ConnectivityOpen-Ended Question Answering | —Unverified | 0 |
| Variable selection for nonlinear Cox regression model via deep learning | Nov 17, 2022 | Deep Learningregression | —Unverified | 0 |
| The Best Path Algorithm automatic variables selection via High Dimensional Graphical Models | Nov 14, 2022 | Variable Selection | —Unverified | 0 |
| RFFNet: Large-Scale Interpretable Kernel Methods via Random Fourier Features | Nov 11, 2022 | Stochastic OptimizationVariable Selection | CodeCode Available | 0 |
| Online Linearized LASSO | Nov 11, 2022 | regressionVariable Selection | —Unverified | 0 |
| Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control | Nov 4, 2022 | Open-Ended Question AnsweringVariable Selection | CodeCode Available | 0 |
| Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection | Nov 4, 2022 | regressionVariable Selection | —Unverified | 0 |
| Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing | Oct 10, 2022 | PredictionUncertainty Quantification | —Unverified | 0 |
| Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization | Oct 4, 2022 | Bayesian OptimizationMuJoCo | CodeCode Available | 1 |
| Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning | Sep 30, 2022 | Variable Selection | —Unverified | 0 |
| Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm | Sep 16, 2022 | Prediction Intervalsregression | —Unverified | 0 |
| Copula Entropy based Variable Selection for Survival Analysis | Sep 4, 2022 | Survival AnalysisVariable Selection | CodeCode Available | 0 |
| Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data | Aug 17, 2022 | Model SelectionVariable Selection | —Unverified | 0 |
| Bayesian Variable Selection in a Million Dimensions | Aug 2, 2022 | regressionVariable Selection | CodeCode Available | 1 |
| Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-based Policy Learning | Jul 26, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Sparse Bayesian State-Space and Time-Varying Parameter Models | Jul 25, 2022 | regressionTime Series | —Unverified | 0 |
| Energy Trees: Regression and Classification With Structured and Mixed-Type Covariates | Jul 10, 2022 | regressionVariable Selection | —Unverified | 0 |
| A Statistical-Modelling Approach to Feedforward Neural Network Model Selection | Jul 9, 2022 | Model SelectionVariable Selection | —Unverified | 0 |
| Conditional Variable Selection for Intelligent Test | Jul 1, 2022 | Variable Selection | —Unverified | 0 |
| Lookback for Learning to Branch | Jun 30, 2022 | Model SelectionVariable Selection | —Unverified | 0 |
