McKnight Land-Grant Professor (2009-11)
Department of Computer Science and Engineering
Resident Fellow, Institute on the Environment
University of Minnesota, Twin Cities
My research interests are in Machine Learning, Data Mining, Information Theory, Convex Analysis and Optimization, and their applications in complex real world learning problems including problems in Text and Web Mining, Climate Sciences, Ecology, Finance, Social Networks, and Bioinformatics.
Here is a list of my Publications.
NIPS 2014 Tutorial on Climate Change: Challenges for Machine Learning: Slides.
KDD 2014 Workshop on Data Science for Social Good.
IMA 2012 Workshop on Machine Learning: Theory and Computation.
ICML 2011 Workshop on Machine Learning for Global Challenges.
CIDU 2011 Tutorial on Introduction to Machine Learning.
- Email: my last name at cs dot umn.edu
- Phone: (612) 625-0041 (office), (612) 625-0572 (fax)
- Address: 4-192 Keller Hall, 200 Union Street SE, Minneapolis, MN 55455
- Office: 6-213 Keller Hall