Sigrid Passano Hellan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Bayesian Methods

Greenhouse Gases

Top Venues

Publications

Thomas L. Lee, Sigrid Passano Hellan, Linus Ericsson, Elliot J. Crowley, Amos J. Storkey
Hyperparameter Selection in Continual Learning. CoRR (2024)
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Bayesian Optimisation Against Climate Change: Applications and Benchmarks. CoRR (2023)
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Data-driven Prior Learning for Bayesian Optimisation. CoRR (2023)
Sigrid Passano Hellan, Huibin Shen, François-Xavier Aubet, David Salinas, Aaron Klein
Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimisation. CoRR (2023)
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Bayesian Optimisation for Active Monitoring of Air Pollution. CoRR (2022)
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Bayesian Optimisation for Active Monitoring of Air Pollution. AAAI (2022)
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Optimising Placement of Pollution Sensors in Windy Environments. CoRR (2020)