2026
Diffusion-based learning framework for Constrained Nonconvex Optimization with Weighted Bootstrapped Refinement
ICML 2026poster
Recent advances in diffusion models show promising potential to accelerate nonconvex problem solving by leveraging their multimodality. However, most existing diffusion-based optimization approaches rely on supervised learning and lack a mechanism to enforce constraint satisfaction, which is require…