PhD in Computer
Science, University of Maryland at College Park.
My main research interests are in the broad areas of machine learning, data mining, information acquisition, and decision theory. Specifically, I am interested in active learning, active inference,interactive machine learning, statistical relational learning, collective classification, and probabilistic graphical models.
I am the founder and director of the
machine learning laboratory @ IIT. More information about my
research group and recent projects can be found at our laboratory website.
Mustafa Bilgic and Lise Getoor. Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. Journal of Artificial Intelligence (JAIR), vol.41, pp.69-95, May 2011.
Stuart Building, 228C
Computer Science Department
Illinois Institute of Technology
Chicago, IL 60616
Last updated on January 13th, 2013.