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| Safe Exploration for Interactive Machine Learning | Oct 30, 2019 | Active LearningBayesian Optimization | —Unverified | 0 |
| Safe exploration in reproducing kernel Hilbert spaces | Mar 13, 2025 | Bayesian OptimizationSafe Exploration | —Unverified | 0 |
| Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization | May 12, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging | Oct 7, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates | Nov 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes | Nov 10, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Safe Risk-averse Bayesian Optimization for Controller Tuning | Jun 23, 2023 | Bayesian Optimization | —Unverified | 0 |
| Safe Sequential Optimization for Switching Environments | Nov 3, 2023 | Bayesian OptimizationChange Point Detection | —Unverified | 0 |
| Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel | Sep 26, 2024 | Bayesian OptimizationChange Detection | —Unverified | 0 |
