Sigrid Passano Hellan

According to our database, Sigrid Passano Hellan authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Bayesian Optimisation Against Climate Change: Applications and Benchmarks.

Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard

Proceedings of the Learning and Intelligent Optimization - 19th International Conference, 2025

Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimization.

Sigrid Passano Hellan, Huibin Shen, Francois-Xavier Aubet, David Salinas, Aaron Klein

Proceedings of the International Conference on Automated Machine Learning (AutoML 2025), 2025

2024

Hyperparameter Selection in Continual Learning.

Thomas L. Lee, Sigrid Passano Hellan, Linus Ericsson, Elliot J. Crowley, Amos Storkey

CoRR, 2024

2023

Data-driven Prior Learning for Bayesian Optimisation.

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

2022

Bayesian Optimisation for Active Monitoring of Air Pollution.

Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Optimising Placement of Pollution Sensors in Windy Environments.

Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard

CoRR, 2020