Research interests

• Support Vector Machines
• Kernel methods
• Optimization
• Semi-supervised learning
• Large scale learning
• Learning to rank
• Structured output learning

Edited books

• Large Scale Kernel Machines, MIT Press, 2007.
• Semi-Supervised Learning, MIT Press, 2006.

Code

• Low Density Separation for Semi-Supervised learning
• Training an SVM in the primal
• Learning the kernel parameters of an SVM

Last updated: Sep 8, 2009