Multi-Objective Multi-Fidelity Bayesian Optimization with Causal Priors

Md Abir Hossen, Mohammad Ali Javidian, Vignesh Narayanan +2

Multi-fidelity Bayesian optimization (MFBO) accelerates the search for the global optimum of black-box functions by integrating inexpensive, low-fidelity approximations. The centra…