Leveraging Large Language Models for Bayesian Optimization

Large Language Models (LLMs) are integrated into the Bayesian Optimization (BO) framework through LLAMBO to enhance model-based optimization by leveraging contextual understanding, few-shot learning proficiency, and domain knowledge of LLMs.