Teaching

2016/17

Oxford, HT2017: Data Mining and Machine Learning
course website

2015/16

Oxford, HT2016: Statistical Data Mining and Machine Learning
course website

2014/15

Oxford, HT2015: Statistical Data Mining and Machine Learning
course website

2013/14

UCL: Advanced Topics in Machine Learning - Theory of RKHS
course website
Slides: 1, 2 (updated March 17, 2014)
Notes: Theory of RKHS (updated March 11, 2014)

UCL: Adaptive Modelling of Complex Data - Kernel methods and SVMs
course website
Slides: 1, 2 (updated February 17, 2014)
Exercise sheet: PDF (updated May 14, 2013)
Files: TextData.mat, naive_bayes.m, naive_bayes_gaussianfit.m, gaussexample.m, mixtureexample.m
SVMlight: info, ZIP