Bayesian Optimisation for Active Monitoring of Air Pollution S Passano Hellan, CG Lucas, NH Goddard Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11908 …, 2022 | 9 | 2022 |
Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimisation SP Hellan, H Shen, FX Aubet, D Salinas, A Klein arXiv preprint arXiv:2306.16916, 2023 | 4 | 2023 |
Bayesian Optimisation Against Climate Change: Applications and Benchmarks SP Hellan, CG Lucas, NH Goddard arXiv preprint arXiv:2306.04343, 2023 | 3 | 2023 |
Optimising Placement of Pollution Sensors in Windy Environments S Passano Hellan, CG Lucas, NH Goddard arXiv e-prints, arXiv: 2012.10770, 2020 | 2* | 2020 |
Bayesian optimisation & priors: improving air pollution monitoring and hyperparameter optimisation SP Hellan The University of Edinburgh, 2024 | | 2024 |
Hyperparameter Selection in Continual Learning TL Lee, SP Hellan, L Ericsson, EJ Crowley, A Storkey arXiv preprint arXiv:2404.06466, 2024 | | 2024 |
Data-driven Prior Learning for Bayesian Optimisation SP Hellan, CG Lucas, NH Goddard arXiv preprint arXiv:2311.14653, 2023 | | 2023 |