Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes

Felix Jimenez, Matthias Katzfuss

Bayesian optimization is a technique for optimizing black-box target functions. At the core of Bayesian optimization is a surrogate model that predicts the output of the target fun…