Scalable Hyperparameter Optimization with Lazy Gaussian Processes

1 code implementation • https://ieeexplore.ieee.org/document/8950672 2020 • Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper

Reducing its computational complexity from cubic to quadratic allows an efficient strong scaling of Bayesian Optimization while outperforming the previous approach regarding optimization accuracy.

Bayesian Optimization Gaussian Processes +1