ALAS: Additive Learnable Alpha-Stable Kernels for Flexible Bayesian Optimization

Weibo Huang, Cheng Hua

Bayesian Optimization is widely used for expensive black-box optimization, yet its success often depends on choosing a kernel that matches the objective's unknown structure. In thi…