Daisuke Sugita

Active learning for enumerating local minima based on Gaussian process derivatives

2019 · arXiv (Cornell University)

We study active learning (AL) based on Gaussian Processes (GPs) for efficiently enumerating all of the local minimum solutions of a black-box function. This problem is challenging due to the fact that local solutions are …