Exploring validation metrics for offline model-based optimisation with diffusion models

Christopher Beckham, Alexandre Piche, David Vazquez +1

In model-based optimisation (MBO) we are interested in using machine learning to design candidates that maximise some measure of reward with respect to a black box function called…