Research output per year
Research output per year
Personal profile
Overview
I am a postgraduate researcher working in the machine learning group under the supervision of Dr Mauricio Álvarez. My research is focused on Bayesian deep learning, specifically deep Gaussian processes, latent force models and combining the advantages of physically-inspired and deep probabilistic models.
Research Beacons, Institutes and Platforms
- Sustainable Futures
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Research output
- 1 Conference contribution
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Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features
McDonald, T. M. & Álvarez, M. A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 13809-13819 11 p. (Advances in Neural Information Processing Systems; vol. 17).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review