1 code implementation • 9 Jan 2024 • Yaoguang Zhai, Zhizhen Qin, Sicun Gao
Standard approaches for global optimization of non-convex functions, such as branch-and-bound, maintain partition trees to systematically prune the domain.
no code implementations • 1 Nov 2022 • Yaoguang Zhai, Sicun Gao
The key to Black-Box Optimization is to efficiently search through input regions with potentially widely-varying numerical properties, to achieve low-regret descent and fast progress toward the optima.