Topological Bayesian Optimization with Persistence Diagrams

Tatsuya Shiraishi, Tam Le, Hisashi Kashima +1

Finding an optimal parameter of a black-box function is important for searching stable material structures and finding optimal neural network structures, and Bayesian optimization…