Are We Forgetting about Compositional Optimisers in Bayesian Optimisation?

Antoine Grosnit, Alexander Imani Cowen-Rivers, Rasul Tutunov, Ryan-Rhys Griffiths, Jun Wang, Haitham Bou-Ammar. Are We Forgetting about Compositional Optimisers in Bayesian Optimisation?. Journal of Machine Learning Research, 22, 2021. [doi]

@article{GrosnitCTGWB21,
  title = {Are We Forgetting about Compositional Optimisers in Bayesian Optimisation?},
  author = {Antoine Grosnit and Alexander Imani Cowen-Rivers and Rasul Tutunov and Ryan-Rhys Griffiths and Jun Wang and Haitham Bou-Ammar},
  year = {2021},
  url = {http://jmlr.org/papers/v22/20-1422.html},
  researchr = {https://researchr.org/publication/GrosnitCTGWB21},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {22},
}