Members of the PSI Lab study machine learning, genome biology and vision. We develop statistical inference and probabilistic reasoning (graphical modeling) methods for learning about complex patterns in data. In our genome biology research, we are interested in understanding the regulatory processes that enable a limited number of genes to generate a much more massive and diverse set of genetic messages. In our vision research, we focus on developing probabilistic generative models for scene and object analysis. The group is led by Brendan J. Frey in the Department of Electrical and Computer Engineering, with cross appointments in Computer Science, Banting and Best Department of Medical Research and Donnelly Centre for Cellular and Biomolecular Research. If you are interested in joining the group, click here.
Current Research Highlight
Recipes in our Genomes: Brendan Frey at TEDxToronto