http://www.cs.wisc.edu/~olvi/uwmp/mpml.html
This WWW page provides links to the work being done in Mathematical Programming in Machine Learning in the Mathematical Programming section of the University of Wisconsin-Madison Computer Sciences Department. This encompasses a number of separate research areas, mostly directed by Prof. Olvi L. Mangasarian.