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Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults., , , and . AAAI, page 349-355. AAAI Press, (2012)Adversarial Attacks on Graph Classifiers via Bayesian Optimisation., , , , , and . NeurIPS, page 6983-6996. (2021)Bayesian Optimisation over Multiple Continuous and Categorical Inputs., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8276-8285. PMLR, (2020)Revisiting Design Choices in Offline Model Based Reinforcement Learning., , , , and . ICLR, OpenReview.net, (2022)Science and the French Empire. Isis, 96 (1): 80--87 (March 2005)Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI., , , , , , , , , and 15 other author(s). ICML, OpenReview.net, (2024)GLASSES: Relieving The Myopia Of Bayesian Optimisation., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 790-799. JMLR.org, (2016)Bayesian Quadrature for Neural Ensemble Search., , , , and . Trans. Mach. Learn. Res., (2023)Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature., , and . CoRR, (March 2025)Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI., , , , , , , , , and 15 other author(s). CoRR, (2024)