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.

Ingo Steinwart: 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 (2003 Canberra, A.C.T.): Advanced lectures on machine learning. Springer, Berlin (2004).

5.

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