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

1

J. Shawe-Taylor and N. Cristianini, Kernel methods for pattern analysis, Cambridge University Press, Cambridge, 2004.

2

Ingo Steinwart, Support vector machines, Springer, New York, 2008.

3

S. Shalev-Shwartz and S. Ben-David, Understanding machine learning: from theory to algorithms, Cambridge University Press, Cambridge, 2014.

4

Machine Learning Summer School (2003 Canberra, A.C.T.), Advanced lectures on machine learning, Springer, Berlin, 2004.

5

J. Shawe-Taylor and N. Cristianini, Kernel methods for pattern analysis, Cambridge University Press, Cambridge, 2004.