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Ian Davidson

Photo of Ian Davidson
ProfessorComputer ScienceWebsite: https://faculty.engineering.ucdavis.edu/davidson
Research

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.

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