ICML "surrogate models" Papers

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Learning Surrogates for Offline Black-Box Optimization via Gradient Matching

Minh Hoang, Azza Fadhel, Aryan Deshwal et al.

ICML 2024posterarXiv:2503.01883

MALIBO: Meta-learning for Likelihood-free Bayesian Optimization

Jiarong Pan, Stefan Falkner, Felix Berkenkamp et al.

ICML 2024spotlightarXiv:2307.03565