Multi-fidelity Gaussian Process Bandit Optimisation

Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva +2

In many scientific and engineering applications, we are tasked with the maximisation of an expensive to evaluate black box function $f$. Traditional settings for this problem assum…