Rethinking Trust Region Bayesian Optimization in High Dimensions
arXiv:2604.22967v1 Announce Type: new
Abstract: Trust Region Bayesian Optimization (TuRBO) is an effective strategy for alleviating the curse of dimensionality in high-dimensional black-box optimization. However, inappropriate lengthscale design can c…