Eero Siivola

Preferential Batch Bayesian Optimization

2024 · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)

Most research in Bayesian optimization (BO) has focused on \emph{direct feedback} scenarios, where one has access to exact values of some expensive-to-evaluate objective. This direction has been mainly driven by the use of BO in …