@article{highdimensionalbayesianoptimisationwith, title = {High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning}, author = {Antoine Grosnit and Rasul Tutunov and Alexandre Max Maraval and Ryan-Rhys Griffiths and Alexander I. Cowen-Rivers and Lin Yang and Lin Zhu and Wenlong Lyu and Zhitang Chen and Jun Wang and Jan Peters and Haitham Bou-Ammar}, year = {2021}, eprint = {2106.03609}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2106.03609v3}, }