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| RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels | Oct 5, 2023 | Bayesian OptimizationMeta-Learning | —Unverified | 0 | 0 |
| Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators | Jan 24, 2024 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 | 0 |
| RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning | Oct 5, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safe and Efficient Model-free Adaptive Control via Bayesian Optimization | Jan 19, 2021 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control | Sep 16, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes | Aug 29, 2024 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
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| Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning | Jun 28, 2019 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safe Exploration for Interactive Machine Learning | Oct 30, 2019 | Active LearningBayesian Optimization | —Unverified | 0 | 0 |
| Safe exploration in reproducing kernel Hilbert spaces | Mar 13, 2025 | Bayesian OptimizationSafe Exploration | —Unverified | 0 | 0 |
| Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization | May 12, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging | Oct 7, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates | Nov 3, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes | Nov 10, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| Safe Risk-averse Bayesian Optimization for Controller Tuning | Jun 23, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safe Sequential Optimization for Switching Environments | Nov 3, 2023 | Bayesian OptimizationChange Point Detection | —Unverified | 0 | 0 |
| Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel | Sep 26, 2024 | Bayesian OptimizationChange Detection | —Unverified | 0 | 0 |
| Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization | Oct 28, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| Safety-Aware Robot Damage Recovery Using Constrained Bayesian Optimization and Simulated Priors | Nov 28, 2016 | Bayesian Optimization | —Unverified | 0 | 0 |
| Safety in safe Bayesian optimization and its ramifications for control | Jan 23, 2025 | Bayesian Optimization | —Unverified | 0 | 0 |
| Sample-aware Adaptive Structured Pruning for Large Language Models | Mar 8, 2025 | Bayesian Optimization | —Unverified | 0 | 0 |
| Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function | Jan 23, 2025 | Bayesian OptimizationDeep Learning | —Unverified | 0 | 0 |
| Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls | Apr 24, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Sample Efficient Optimization for Learning Controllers for Bipedal Locomotion | Oct 15, 2016 | Bayesian Optimization | —Unverified | 0 | 0 |