| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 | 5 |
| Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors | Oct 31, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning | Apr 25, 2020 | Bayesian OptimizationTransfer Learning | CodeCode Available | 1 | 5 |
| BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization | Apr 25, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 | 5 |
| BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search | Oct 25, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 | 5 |
| Differential Evolution for Neural Architecture Search | Dec 11, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 | 5 |
| Directed Graph Grammars for Sequence-based Learning | May 29, 2025 | Bayesian OptimizationGraph Generation | CodeCode Available | 1 | 5 |
| Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations | Dec 1, 2020 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 | 5 |
| AdaLead: A simple and robust adaptive greedy search algorithm for sequence design | Oct 5, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Batched Bayesian optimization by maximizing the probability of including the optimum | Oct 8, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 1 | 5 |
| BOHB: Robust and Efficient Hyperparameter Optimization at Scale | Jul 4, 2018 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 | 5 |
| Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular Research | Oct 1, 2024 | Bayesian OptimizationInformativeness | CodeCode Available | 1 | 5 |
| Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool | Jun 24, 2024 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 | 5 |
| BO-SA-PINNs: Self-adaptive physics-informed neural networks based on Bayesian optimization for automatically designing PDE solvers | Apr 14, 2025 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Bayesian optimization with known experimental and design constraints for chemistry applications | Mar 29, 2022 | Bayesian Optimizationscientific discovery | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Permutation Spaces | Dec 2, 2021 | Bayesian OptimizationHeuristic Search | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Output-Weighted Optimal Sampling | Apr 22, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization | Oct 18, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Amortized Probabilistic Conditioning for Optimization, Simulation and Inference | Oct 20, 2024 | Bayesian OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Automatic Prior Selection for Data-Efficient Direct Policy Search | Sep 20, 2017 | Bayesian OptimizationTransfer Learning | CodeCode Available | 1 | 5 |
| An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization | Jul 11, 2020 | Bayesian OptimizationData Augmentation | CodeCode Available | 1 | 5 |
| Bayesian Optimization with High-Dimensional Outputs | Jun 24, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings | Mar 3, 2023 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting | Apr 18, 2024 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains | May 23, 2021 | Active LearningBayesian Optimisation | CodeCode Available | 1 | 5 |
| A stacked DCNN to predict the RUL of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots | Apr 15, 2020 | Bayesian OptimizationPoint Processes | CodeCode Available | 1 | 5 |
| A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? | Feb 7, 2024 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Function Networks | Dec 31, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences | Jun 7, 2024 | Bayesian OptimizationDrug Design | CodeCode Available | 1 | 5 |
| BOSS: Bayesian Optimization over String Spaces | Oct 2, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Advancing Bayesian Optimization via Learning Correlated Latent Space | Oct 31, 2023 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Sampling Densities in MRI | Sep 15, 2022 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 | 5 |
| A hyperparameter-tuning approach to automated inverse planning | May 14, 2021 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage | Mar 29, 2022 | Bayesian OptimizationFederated Learning | CodeCode Available | 1 | 5 |
| Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces | Jul 2, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Hybrid Spaces | Jun 8, 2021 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 | 5 |
| Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization | Nov 11, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 | 5 |
| Bayesian Optimized Monte Carlo Planning | Oct 7, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
