2026
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
ICLR 2026poster
Developing efficient multi-objective optimization methods to compute the Pareto set of optimal compromises between conflicting objectives remains a key challenge, especially for large-scale and expensive problems. To bridge this gap, we introduce SPREAD, a generative framework based on Denoising Dif…