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

Ingo Steinwart. 2008. Support Vector Machines. New York: Springer.

Machine Learning Summer School (2003 Canberra, A.C.T.). 2004. Advanced Lectures on Machine Learning. Berlin: Springer.

Shalev-Shwartz, Shai, and Shai Ben-David. 2014. Understanding Machine Learning: From Theory to Algorithms. Cambridge: Cambridge University Press.

Shawe-Taylor, John, and Nello Cristianini. 2004a. Kernel Methods for Pattern Analysis. Cambridge: Cambridge University Press.

Shawe-Taylor, John, and Nello Cristianini. 2004b. Kernel Methods for Pattern Analysis. Cambridge: Cambridge University Press.