Volodymyr Mnih

PhD Student Department of Computer Science University of Toronto Toronto, Ontario Email: vmnih at cs dot toronto dot edu

About Me

I'm a PhD student in the Department of Computer Science at the University of Toronto working under the supervision of Geoffrey Hinton. I recently completed my Master's degree in computing science at the University of Alberta where I was supervised by Csaba Szepesvari. My main research interests are in machine learning and computer vision.

Publications

• Efficient Stopping Rules [PDF]
  Volodymyr Mnih
  Master's Thesis, University of Alberta, Edmonton, 2008.
• Empirical Bernstein Stopping [PDF]
  Volodymyr Mnih, Csaba Szepesvari, Jean-Yves Audibert
  In Proceedings of the 25th International Conference on Machine Learning, 2008.
• Topological Map Learning from Outdoor Image Sequences [Tech report version: PDF]
  Xuming He, Richard Zemel, Volodymyr Mnih
  In Journal of Field Robotics, 23: 1091-1104, 2006.
• Learning Landmarks for Localization via Manifolds
  Xuming He, Volodymyr Mnih, Richard Zemel
  In NIPS Workshop on Machine Learning Based Robotics in Unstructured Environments, 2005.
• Memview: A Pedagogically-Motivated Visual Debugger
  Paul Gries, Volodymyr Mnih, Jonathan Taylor, Greg Wilson, and Lee Zamparo
  In ASEE/IEEE Frontiers in Education, 2005.

original design by tri-star web design