A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting

Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen +3

Parallelisation in Bayesian optimisation is a common strategy but faces several challenges: the need for flexibility in acquisition functions and kernel choices, flexibility dealin…