Research
Similar to elsewhere across this site, I have lots of material to add here over time…
Guides
- Bewildered by the terms specificity, sensitivity, selectivity, precision, recall? Ever wondered about the reasons behind the F_\beta score or the Jaccard index? Check out my guide on Binary Classification Metrics.
Some of my research when at Oxford
- My DPhil thesis, Explanation from Neural Networks.
- Introductory notes on Independent Component Analysis and the Blind Separation of Sources problem: ICA introduction.
- Extending the basic ICA model Part 1: reducing the number of souces: ICA extensions part 1.
- Choosing an appropriate model for novelty detection.