most citedBONSAI: Structure-exploiting robust Bayesian optimization for networked black-box systems under uncertainty

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2026

An Efficient Spatial Branch-and-Bound Algorithm for Global Optimization of Gaussian Process Posterior Mean Functions

Wei-Ting Tang, Akshay Kudva, Calvin Tsay +1

We study the deterministic global optimization of trained Gaussian process posterior mean functions over hyperrectangular domains. Although the posterior mean function has a compac…