Professor Ian Davidson
Department of Computer Science
2083 Academic Surge
University of California
Davis, CA 95616
Email: davidson at cs.ucdavis.edu
Machine learning and data mining algorithm development with a focus on human in the loop style learning.
We work on a variety of different learning settings such as learning to rank, clustering, transduction as well as data simplification. Most of our formulations are in typical mathematical programming frameworks but a growing interest is in formulations in constraint programming frameworks.
With collaborators I work on applications of my work to areas of social importance such as Neuroscience as well as demonstrative applications in text, social networks and images.
For more details including publications please go to my home page