Whilst this website contains my professional research I also treat is as a personal blog, and my views are my own.
My research interests include:
- Bayesian machine learning
- Graphical models
- Non-parametric models (esp. Dirichlet processes)
- Variational methods
- MCMC methods
- Incremental/streaming learning
- Active learning
- Density estimation
- Directional statistics
Historically I have mostly worked on visual computing problems, but am enthusiastic to try others! Have been doing a bit of NLP recently for instance, and have an interest in the application of ML to education.