Home

Publications
Teaching
Academic CV

Gatsby Unit
UCL
|
|
2012/13
UCL: Advanced Topics in Machine Learning - Theory of RKHS (course website)
Slides: 1, 2 (updated March 12, 2013)
Notes: Theory of RKHS (updated March 11, 2012)
Videos: 1, 2 (updated April 16, 2013)
UCL: Adaptive Modelling of Complex Data - Day 2 lab session: Classification (course website)
Exercise sheet: [PDF]
Files: TextData.mat, naive_bayes.m, naive_bayes_gaussianfit.m, gaussexample.m, mixtureexample.m
SVMlight: info, [ZIP]
2011/12
UCL: Advanced Topics in Machine Learning - Theory of RKHS (course website)
Slides: 1, 2 (updated March 13, 2012)
Notes: Theory of RKHS (updated March 11, 2012)
UCL: Adaptive Modelling of Complex Data - Day 3 lab session (course website)
2010/11
Bristol Centre for Complexity Sciences: Graphical models and complex stochastic systems
Timetable: Week 11, Week 12
Lecture notes: 1, 2, 3, 4, 5, 6, 7, 8
Exercises: 1, 2, 3, 4
Slides: 1, 2, 3, 4, 5, 6, 7
Code: surgical data example
assessment solutions
WinBUGS, R Intro
|
|