Sample-Efficient Optimisation over the Outputs of Generative Models

Samuel Willis, Paul Duckworth, Jack Simons +10

Modern generative AI models, such as diffusion and flow matching models, can sample from rich data distributions. However, many applications, especially in science and engineering,…