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Machine Learning Reading Group

Winter Quarter 2008

Schedule

  • Feb 7, 2008, 4 - 5 P.M.
Gaussian Processes in Machine Learning (A short introduction)
  • Feb 14th, 2008, 4:30 - 5:30 P.M. (Aaron Wilson, Ethan Dereszynski)
Chapter 2, Section on Function Space View
Carl Edward Rasmussen and Christopher K.I. Williams. Gaussian Processes for Machine Learning. The MIT Press, Cambridge, MA, 2006.
  • Feb 21st, 2008, 4:30 - 5:30 P.M. (Soumya Ray, Weng-Keen Wong)
Chapter 2, Section on Weight Space View
Carl Edward Rasmussen and Christopher K.I. Williams. Gaussian Processes for Machine Learning. The MIT Press, Cambridge, MA, 2006.
  • Feb 28th, 2008, 4:30 - 5:30 P.M. (Ethan Dereszynski & Weng-Keen Wong)
Chapter 3, Classification
Carl Edward Rasmussen and Christopher K.I. Williams. Gaussian Processes for Machine Learning. The MIT Press, Cambridge, MA, 2006.
  • March 6th, 2008, 4:30 - 5:30 P.M.
Efficient Implementation of Gaussian Processes