ORTHOBO: Orthogonal Bayesian Hyperparameter Optimization

Maresa Schröder, Pascal Janetzky, Michael Klar +1

Bayesian optimization is widely used for hyperparameter optimization when model evaluations are expensive; however, noisy acquisition estimates can lead to unstable decisions. We i…