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, S. and Ben-David, S. (2014) Understanding machine learning: from theory to algorithms. Cambridge: Cambridge University Press. Available at: http://dx.doi.org/10.1017/CBO9781107298019.

Shawe-Taylor, J. and Cristianini, N. (2004a) Kernel methods for pattern analysis. Cambridge: Cambridge University Press. Available at: http://dx.doi.org/10.1017/CBO9780511809682.

Shawe-Taylor, J. and Cristianini, N. (2004b) Kernel methods for pattern analysis. Cambridge: Cambridge University Press. Available at: http://dx.doi.org/10.1017/CBO9780511809682.