Regret Analysis of Guided Diffusion for Black-Box Optimization over Structured Inputs

Masaki Adachi, Anita Yang, Yakun Wang +1

Guided-diffusion black-box optimization (BO) has shown strong empirical performance on structured design problems such as molecules and crystals, but its regret behavior remains po…