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. Springer Berlin Heidelberg, Berlin, Heidelberg (2004).

5.

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