Global Optimization on Graph-Structured Data via Gaussian Processes with Spectral Representations.

arXiv:2511.07734v2 Announce Type: replace-cross Abstract: Bayesian optimization (BO) is a powerful framework for optimizing expensive black-box objectives, yet extending it to graph-structured domains remains challenging due to the discrete and combinatorial n