No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints

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Principled bayesian optimisation in collaboration with human experts

W Xu, M Adachi, CN Jones, MA Osborne - arxiv preprint arxiv:2410.10452, 2024 - arxiv.org
Bayesian optimisation for real-world problems is often performed interactively with human
experts, and integrating their domain knowledge is key to accelerate the optimisation …
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