Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes

Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

Student-$t$ processes have recently been proposed as an appealing alternative non-parameteric function prior. They feature enhanced flexibility and predictive variance. In this wor…