BoGrape: Bayesian optimization over graphs with shortest-path encoded

Yilin Xie, Shiqiang Zhang, Jixiang Qing +2

Graph-structured data are central to many scientific and industrial applications where the goal is to optimize expensive black-box objectives defined over graph structures or node…