no code implementations • 26 Feb 2019 • Tatsuya Shiraishi, Tam Le, Hisashi Kashima, Makoto Yamada
In this paper, we propose the topological Bayesian optimization, which can efficiently find an optimal solution from structured data using \emph{topological information}.