LLINBO: Trustworthy LLM-in-the-Loop Bayesian Optimization.

arXiv:2505.14756v3 Announce Type: replace-cross Abstract: Bayesian optimization (BO) is a sequential decision-making tool widely used for optimizing expensive black-box functions. Recently, Large Language Models (LLMs) have shown remarkable adaptability in low