predictive-gradients

This paper introduces a general acceleration mechanism for multi-objective Bayesian optimisation that uses Gaussian process predictive gradients as auxiliary signals to augment existing acquisition functions, enabling faster convergence to the global Pareto set under limited evaluation budgets.