Edinburgh Research Explorer
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Research Interests

I am interested in probabilistic inference and learning from both a machine learning and neuroscience perspective. In particular I will be exploring how sampling-based probabilistic inference and learning might be implemented within biological neural networks.

Research outputs

  1. Continuously tempered Hamiltonian Monte Carlo

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  2. Asymptotically exact inference in differentiable generative models

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Continuously tempered Hamiltonian Monte Carlo

    Research output: Contribution to conferenceAbstract

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ID: 18010020