conftrace_

safe optimization

12 papers

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Co-occurring keywords · papers mentioning both

bayesian optimization (9) gaussian process (5) regret bound (3) safety constraint (2) sequential decision making (2) constraint set (1) spatio-temporal kernel (1) time-varying optimization (1) geometric constraint (1) sample-efficient learning (1)

Papers

Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025 Event-triggered safe Bayesian optimization on quadcopters L4DC 2024 Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning JMLR 2024 No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints AISTATS 2024 Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel NeurIPS 2024 Towards safe multi-task Bayesian optimization L4DC 2024 The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback L4DC 2023 Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020 Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces ICML 2019 Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning IJCAI 2019 Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018 Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016