Ruoqi Xing

$\texttt{MetaDistill}$: Unlocking the Performance Ceiling for Pretrained Optimizers

Meta Black-Box Optimization (MetaBBO) has emerged as a promising paradigm by employing meta learning to automatically optimize the configurations of low-level black-box optimizers. Despite its potential, the generalization of MetaBBO remains significantly constrained when facing unseen, complex obje…