Slides for the NIPS 2011 tutorial
The slides for the 2011 NIPS tutorial on Graphical Models for the Internet are online. Lots of stuff on parallelization, applications to user modeling, content recommendation, and content analysis here.
Livestream (16:00-18:00 European Standard Time)
Part 1 [keynote] [pdf], Part 2 [powerpoint] [pdf]