| Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regression | Sep 15, 2023 | Prediction Intervalsregression | CodeCode Available | 0 | 5 |
| High Dimensional Bayesian Optimization using Lasso Variable Selection | Apr 2, 2025 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 | 5 |
| Accurate Dictionary Learning with Direct Sparsity Control | Oct 1, 2018 | Dictionary Learningfeature selection | CodeCode Available | 0 | 5 |
| A Splicing Approach to Best Subset of Groups Selection | Apr 23, 2021 | Variable Selection | CodeCode Available | 0 | 5 |
| Combinatorial Bayesian Optimization using the Graph Cartesian Product | Feb 1, 2019 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 0 | 5 |
| Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective | Aug 30, 2023 | Variable Selection | CodeCode Available | 0 | 5 |
| Bayesian Approximate Kernel Regression with Variable Selection | Aug 5, 2015 | Binary Classificationregression | CodeCode Available | 0 | 5 |
| Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net | Sep 25, 2017 | Bayesian Inferenceregression | CodeCode Available | 0 | 5 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 | 5 |
| Bolasso: model consistent Lasso estimation through the bootstrap | Apr 8, 2008 | modelModel Selection | CodeCode Available | 0 | 5 |
