Results for: Julian Berk

Bayesian Optimisation in Unknown Bounded Search Domains

J. Berk, S. Gupta, S. Rana, V. Nguyen, S. Venkatesh

2020 / Vol. 195, pp. 105645 / Knowledge-Based Systems

Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation

J. Berk, S. Gupta, S. Rana, S. Venkatesh

2020 / Proceedings of the 39th International Joint Conference on Artificial Intelligence (IJCAI)

Exploration Enhanced Expected Improvement for Bayesian Optimization

J. Berk, V. Nguyen, S. Gupta, R. Santu, S. Venkatesh

2018 / pp. 621 - 637 / The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)