| BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace Embeddings | Dec 17, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization | Dec 16, 2024 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| BOCK : Bayesian Optimization with Cylindrical Kernels | Jun 5, 2018 | Bayesian Optimization | CodeCode Available | 0 |
| BOAssembler: a Bayesian Optimization Framework to Improve RNA-Seq Assembly Performance | Feb 14, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Process-constrained batch Bayesian approaches for yield optimization in multi-reactor systems | Aug 5, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 |
| Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior | Nov 23, 2018 | Bayesian OptimizationMotion Planning | CodeCode Available | 0 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction | Jul 7, 2023 | Bayesian OptimizationChatbot | CodeCode Available | 0 |
| Java Implementation of a Parameter-less Evolutionary Portfolio | Jun 26, 2015 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| Joint Composite Latent Space Bayesian Optimization | Nov 3, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| SeqNAS: Neural Architecture Search for Event Sequence Classification | Jan 6, 2024 | Bayesian OptimizationClassification | CodeCode Available | 0 |
| Joint Entropy Search for Maximally-Informed Bayesian Optimization | Jun 9, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters | Aug 16, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Optimization as Estimation with Gaussian Processes in Bandit Settings | Oct 21, 2015 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Optimization, fast and slow: optimally switching between local and Bayesian optimization | May 22, 2018 | Bayesian Optimization | CodeCode Available | 0 |
| JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data | Jun 2, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning | Apr 10, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Using machine learning to inform harvest control rule design in complex fishery settings | Dec 16, 2024 | Bayesian OptimizationManagement | CodeCode Available | 0 |
| Reinforcement Learning Increases Wind Farm Power Production by Enabling Closed-Loop Collaborative Control | Jun 25, 2025 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 0 |
| BO4IO: A Bayesian optimization approach to inverse optimization with uncertainty quantification | May 28, 2024 | Bayesian OptimizationUncertainty Quantification | CodeCode Available | 0 |
| Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization | Jun 7, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization | May 31, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery | May 1, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Knot Selection in Sparse Gaussian Processes with a Variational Objective Function | Mar 5, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| LA3: Efficient Label-Aware AutoAugment | Apr 20, 2023 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
