- Density estimation: NADE variants, and Masked Autogressive Flow.
- Differentiation of the Cholesky decomposition (arXiv, github)
- Inference: Pseudo-marginal slice sampling, and “ε-free ABC”
- A cartoon sketch of some research interests.
- Teaching, including video lectures on Machine Learning, MCMC
- Edinburgh Informatics:
Personal Tutor, MLPR Machine Learning course, Project supervision.
- Code, Computer notes
- Information for prospective students