Large Scale Multi-Task Bayesian Optimization with Large Language Models

Yimeng Zeng, Natalie Maus, Haydn Thomas Jones +7

In multi-task Bayesian optimization, the goal is to leverage experience from optimizing existing tasks to improve the efficiency of optimizing new ones. While approaches using mult…