Items where Author is "Picheny, Victor"

Contribution in Book/Report/Proceedings

Moss, Henry B and Ober, Sebastian W and Picheny, Victor (2023) Inducing point allocation for sparse Gaussian processes in high-throughput Bayesian optimisation. In: International Conference on Artificial Intelligence and Statistics :. Proceedings of Machine Learning Research, 206 . PMLR, ESP, pp. 5213-5230.

Picheny, Victor and Moss, Henry and Torossian, Léonard and Durrande, Nicolas (2022) Bayesian quantile and expectile optimisation. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), :. PMLR, pp. 1623-1633.

Vakili, Sattar and Moss, Henry and Artemev, Artem and Dutordoir, Vincent and Picheny, Victor (2021) Scalable Thompson sampling using sparse Gaussian process models. In: Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021 :. Advances in Neural Information Processing Systems, 34 . UNSPECIFIED, pp. 5631-5643. ISBN 9781713845393