Optimising Placement of Pollution Sensors in Windy Environments. - Sigrid Passano Hellan; Christopher G. Lucas; Nigel H. Goddard (CoRR, 2020)

Bayesian Optimisation for Active Monitoring of Air Pollution. - Sigrid Passano Hellan; Christopher G. Lucas; Nigel H. Goddard (AAAI, 2022)

Bayesian Optimisation Against Climate Change: Applications and Benchmarks. - Sigrid Passano Hellan; Christopher G. Lucas; Nigel H. Goddard (CoRR, 2023)

Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimisation. - Sigrid Passano Hellan; Huibin Shen; François-Xavier Aubet; David Salinas; Aaron Klein (CoRR, 2023)

Data-driven Prior Learning for Bayesian Optimisation. - Sigrid Passano Hellan; Christopher G. Lucas; Nigel H. Goddard (CoRR, 2023)

Hyperparameter Selection in Continual Learning. - Thomas L. Lee; Sigrid Passano Hellan; Linus Ericsson; Elliot J. Crowley; Amos J. Storkey (CoRR, 2024)