Adaptive Linear Embedding for Nonstationary High-Dimensional Optimization

Yuejiang Wen, Paul D. Franzon

Bayesian Optimization (BO) in high-dimensional spaces remains fundamentally limited by the curse of dimensionality and the rigidity of global low-dimensional assumptions. While Ran…