LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation

Zhuo Chen, Xinzhe Yuan, Jianshu Zhang +8

The high cost and data scarcity in scientific exploration have motivated the use of large language models (LLMs) as knowledge-driven components in Bayesian optimization (BO). Howev…