Bibliography for COMPGI13 / COMPM050: Advanced Topics in Machine Learning BETA

1.

Shawe-Taylor, J. & Cristianini, N. Kernel Methods for Pattern Analysis. (Cambridge University Press, Cambridge, 2004).

2.

Steinwart, I. & Christmann, A. Support Vector Machines. (Springer, New York, 2008).

3.

Shalev-Shwartz, S. & Ben-David, S. Understanding Machine Learning: From Theory to Algorithms. (Cambridge University Press, Cambridge, 2014).

4.

Machine Learning Summer School. Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures. vol. 3176 (Springer Berlin Heidelberg, Berlin, Heidelberg, 2004).

5.

Shawe-Taylor, J. & Cristianini, N. Kernel Methods for Pattern Analysis. (Cambridge University Press, Cambridge, 2004).