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

1.

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

2.

Ingo Steinwart. Support vector machines. (Springer, 2008).

3.

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

4.

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

5.

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