Active learning for enumerating local minima based on Gaussian process derivatives

no code implementations • 8 Mar 2019 • Yu Inatsu, Daisuke Sugita, Kazuaki Toyoura, Ichiro Takeuchi

We study active learning (AL) based on Gaussian Processes (GPs) for efficiently enumerating all of the local minimum solutions of a black-box function.

Active Learning Gaussian Processes