| Bayesian Optimization with High-Dimensional Outputs | Jun 24, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| A General Recipe for Likelihood-free Bayesian Optimization | Jun 27, 2022 | 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 |
| Bayesian Neural Architecture Search using A Training-Free Performance Metric | Jan 29, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 | 5 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Directed Graph Grammars for Sequence-based Learning | May 29, 2025 | Bayesian OptimizationGraph Generation | CodeCode Available | 1 | 5 |
| Bayesian optimized physics-informed neural network for estimating wave propagation velocities | Dec 21, 2023 | Bayesian Optimizationparameter estimation | CodeCode Available | 1 | 5 |
| Supervising the Multi-Fidelity Race of Hyperparameter Configurations | Feb 20, 2022 | Bayesian OptimizationGaussian Processes | 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 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 | 5 |
| Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution | Dec 18, 2024 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 | 5 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| Efficient Optimization of Echo State Networks for Time Series Datasets | Mar 12, 2019 | AstronomyBayesian Optimization | CodeCode Available | 1 | 5 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 | 5 |
| Improving Accuracy of Interpretability Measures in Hyperparameter Optimization via Bayesian Algorithm Execution | Jun 11, 2022 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization | Jul 11, 2020 | Bayesian OptimizationData Augmentation | CodeCode Available | 1 | 5 |
| Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization | Dec 27, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 | 5 |
| Bayesian Optimization Meets Self-Distillation | Apr 25, 2023 | Bayesian Optimizationimage-classification | CodeCode Available | 1 | 5 |
| Alignment of Density Maps in Wasserstein Distance | May 21, 2023 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Accelerating high-throughput virtual screening through molecular pool-based active learning | Dec 13, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Federated Bayesian Optimization via Thompson Sampling | Oct 20, 2020 | Bayesian OptimizationComputational Efficiency | 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 |
| Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation | Mar 5, 2021 | Bayesian Optimizationregression | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Hybrid Spaces | Jun 8, 2021 | Bayesian Optimization | CodeCode Available | 1 | 5 |