Bayesian Optimization in Wasserstein Spaces

Author:

Candelieri Antonio,Ponti Andrea,Archetti Francesco

Publisher

Springer International Publishing

Reference37 articles.

1. Al-Roomi, A.R.: Unconstrained Single-Objective Benchmark Functions Repository (2015)

2. Archetti, F., Candelieri, A.: Bayesian Optimization and Data Science. Springer International Publishing (2019)

3. Arjovsky, M., Chintala, S., Bottou, L.: Wasserstein generative adversarial networks. In: International Conference on Machine Learning, pp. 214–223. PMLR, July 2017

4. Astudillo, R., Frazier, P.: Bayesian Optimization of Function Networks. In: Advances in Neural Information Processing Systems, 34 (2021)

5. Astudillo, R., Frazier, P.I.: Thinking inside the box: A tutorial on grey-box Bayesian optimization. arXiv preprint arXiv:2201.00272 (2022)

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Bayesian optimization over the probability simplex;Annals of Mathematics and Artificial Intelligence;2023-07-18

2. Wasserstein enabled Bayesian optimization of composite functions;Journal of Ambient Intelligence and Humanized Computing;2023-05-22

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