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Contact Massih-Reza AMINI
Prerequisites
Reports: 30% of the mark
Final Examen: 70% of the mark
The exam is given in english only 
The course exists in the following branches:
)))))Course ID : WMM9MO21
Course language(s):
You can find this course among all other courses.
[1] Massih-Reza Amini - Apprentissage Machine de la théorie à la pratique, Eyrolles, 2015.
[2] Christopher Bishop - Neural Networks for Pattern Recognition, Oxford University Press, 1995.
[3] Richard Duda, Peter Hart & David Strok - Pattern Classification, John Wiley & Sons, 1997.
[4] John Shawe-Taylor & Nello Cristianini - Kernel Methods for Pattern Analysis, Cambridge University Press, 2004.
[5] Colin McDiarmid - On the method of bounded differences,Surveys in Combinatorics, 141:148-188, 1989.
[6] Mehryar Mohri, Afshin Rostamzadeh & Ameet Talwalker - Foundations of Machine Learning, MIT Press, 2012.
[7] Bernhard Schölkopf & Alexander J. Smola - Learning with Kernels, MIT Press, 2002.
[8] Vladimir Kolchinskii - Rademacher penalties and structural risk minimization, IEEE Transactions on Information Theory, 47(5):1902–1914, 2001.
Date of update January 15, 2017
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