conftrace_

safe optimization

12 papers

Explore in graph

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) regret bound (1926) safety constraint (69) sequential decision making (215) spatio-temporal kernel (1) time-varying optimization (2) geometric constraint (77) sample-efficient learning (43) monotonicity constraint (25)

Papers

Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025
No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints AISTATS 2024
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel NIPS 2024
Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning JMLR 2024
Towards safe multi-task Bayesian optimization L4DC 2024
Event-triggered safe Bayesian optimization on quadcopters 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