Petra Kuhnert

12 papers A* 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-box Systems.
ICLR
Daniel MacKinlay, Russell Tsuchida, Daniel Edward Pagendam, Petra Kuhnert
2025 — conf
Position: We Need Responsible, Application-Driven (RAD) AI Research.
ICML (Position Papers)
Sarah Hartman, Cheng Soon Ong, Julia Powles, Petra Kuhnert
2025 J jnl
Position: We need responsible, application-driven (RAD) AI research.
CoRR
Sarah Hartman, Cheng Soon Ong, Julia Powles, Petra Kuhnert
2024 J jnl
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems.
CoRR
Daniel MacKinlay, Russell Tsuchida, Daniel Edward Pagendam, Petra Kuhnert
2024 — conf
Resolving Ethics Trade-offs in Implementing Responsible AI.
CAI
Conrad Sanderson, Emma Schleiger, David Douglas, Petra Kuhnert, Qinghua Lu
2024 J jnl
Resolving Ethics Trade-offs in Implementing Responsible AI.
CoRR
Conrad Sanderson, Emma Schleiger, David Douglas, Petra Kuhnert, Qinghua Lu
2023 — conf
A Neural Emulator for Uncertainty Estimation of Fire Propagation.
INNS DLIA@IJCNN
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2023 J jnl
A Neural Emulator for Uncertainty Estimation of Fire Propagation.
CoRR
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2022 — conf
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.
SPA
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
2022 J jnl
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.
CoRR
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
2022 J jnl
An Emulation Framework for Fire Front Spread.
CoRR
Andrew Bolt, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2022 J jnl
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires.
CoRR
Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert