AERFAI Summer School, Benicassim 2017
Professor Gavin Brown, School of Computer Science, The University of Manchester
These are my materials for the AERFAI summer school 2017, on the topic of ``ensemble learning''.
These will stay up for this week, but likely come down afterward. The material will find a permanent home on the AERFAI site.
0900-0955: Lecture 1 in Powerpoint (19Mb) and PDF (14Mb)
All materials are covered in an accompanying text --- available here (only 2mb).
1005-1100: Lecture 2 in Powerpoint (12Mb) and PDF (7Mb)
1130-1220: Lecture 3 in Powerpoint (9Mb) and PDF (6Mb)
1230-1330: Lecture 4 in Powerpoint (10Mb) and PDF (7Mb), and the paper
Other interesting things:
Galton's Nature paper
A survey paper on diversity and ensemble methods
How to do online Boosting and Bagging (see also Jerzy Stefanofski's talk on streaming data -- Friday!)