From a cursory reading of the article this looks like it&#x27;s solving an extremely similar problem to Gaussian Process Bayesian Optimization (GBPO [1]) in a fairly similar way. I wonder what a head-to-head comparison between these two would look like.<p>[1] J. Gardner, M. Kusner, Z. Xu, K. Weinberger, and J. Cunningham,
in Proceedings of the 31st International Conference on Machine
Learning (ICML-14) (JMLR Workshop and Conference Proceedings,
2014), p. 937