Artificial Intelligence Research and Education
This is the home page for the AI Group at the University
of Wisconsin - Madison Computer Sciences Department.
We are studying computer vision, machine
learning, and biomedical informatics. Themes in computer vision
include active approaches for medical image analysis, face recognition, and
image-based modeling and rendering.
Machine learning research
focuses on both logical and statistical approaches. Current themes
include design and analysis of novel algorithms for knowledge transfer
in reinforcement learning, active learning for sequence models,
combining logical and probabilistic representations of knowledge and
multiple-instance learning. These algorithms are being applied to
problems in bioinformatics, information retrieval and extraction, and
the design of adaptive agents.
The most current information about ongoing research projects
can be found on the web pages of individual faculty members, listed
below. A broader overview of machine learning research at UW-Madison is
The following AI courses are regularly offered:
This page was created by Andrew Palmer. Last
updated by Anthony Gitter on 9/20/2017.