| A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance | Oct 27, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints | Feb 12, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamics | Jul 19, 2022 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Tuning-Free Structured Sparse PCA via Deep Unfolding Networks | Feb 28, 2025 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Towards Robust and Automatic Hyper-Parameter Tunning | Nov 28, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimisation for Sequential Experimental Design with Applications in Additive Manufacturing | Jul 27, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| BOtied: Multi-objective Bayesian optimization with tied multivariate ranks | Jun 1, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Integrals over Gaussians under Linear Domain Constraints | Oct 21, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Self-Adjusting Weighted Expected Improvement for Bayesian Optimization | Jun 7, 2023 | Bayesian OptimizationBenchmarking | CodeCode Available | 0 |
| On the Performance of Differential Evolution for Hyperparameter Tuning | Apr 15, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
