Murat A. Erdogdu

 

University of Toronto
Department of Computer Science
Department of Statistical Sciences

Contact

Pratt 286b, 6 King’s College Rd.
Toronto, ON M5S 3G4
erdogdu at cs.toronto dot edu


I am an assistant professor at the University of Toronto in departments of Computer Science and Statistical Sciences. I am a faculty member of the Machine Learning Group and the Vector Institute, and a CIFAR Chair in Artificial Intelligence. Before, I was a postdoctoral researcher at Microsoft Research - New England. I did my Ph.D. at Department of Statistics at Stanford University where I was jointly advised by Mohsen Bayati and Andrea Montanari. I have an M.S. degree in Computer Science from Stanford, and B.S. degrees in Electrical Engineering and Mathematics, both from Bogazici University.

Research Interests

  • Optimization: Non-convex, convex algorithms for machine learning

  • Machine Learning: Theory, graphical models, message passing algorithms

  • Statistics: High-dimensional data analysis, regularization and shrinkage

Some Recent Papers