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Research Areas

Artificial Intelligence Research and Education

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 available here.

Research Groups

AI Courses

• CS 540 - Introduction to Artificial Intelligence
• CS 576 - Introduction to Bioinformatics
  
• CS 760 - Machine Learning
• CS 766 - Computer Vision
• CS 767 - Medical Image Analysis
• CS 776 - Advanced Bioinformatics

AI Events