Publications
2024
- Learning in Deep Factor Graphs with Gaussian Belief PropagationIn Forty-first International Conference on Machine Learning, 2024
2022
- Data augmentation in Bayesian neural networks and the cold posterior effectIn Uncertainty in Artificial Intelligence, 2022
2020
- Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19arXiv preprint arXiv:2012.14332, 2020
- Parallel training of deep networks with local updatesarXiv preprint arXiv:2012.03837, 2020
2018
- Spatiotemporal Prediction of Ambulance Demand using Gaussian Process RegressionarXiv preprint arXiv:1806.10873, 2018
2013
- The role of vegetation in the CO 2 flux from a tropical urban neighbourhoodAtmospheric Chemistry and Physics, 2013