Memory-Based Dual Gaussian Processes for Sequential LearningInternational Conference on Machine Learning (ICML), 2023 |
Inducing Point Allocation for Sparse Gaussian Processes in
High-Throughput Bayesian OptimisationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
GAUCHE: A Library for Gaussian Processes in ChemistryNeural Information Processing Systems (NeurIPS), 2022 |
GIBBON: General-purpose Information-Based Bayesian OptimisatioNJournal of machine learning research (JMLR), 2021 |
BOSS: Bayesian Optimization over String SpacesNeural Information Processing Systems (NeurIPS), 2020 |
Bayesian Quantile and Expectile OptimisationConference on Uncertainty in Artificial Intelligence (UAI), 2020 |