Machine Learning Summer School (2004) Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures. 1st ed. 2004. Edited by O. Bousquet, U. von Luxburg, and G. Rätsch. Berlin, Heidelberg: Springer Berlin Heidelberg. Available at: https://link-springer-com.libproxy.ucl.ac.uk/book/10.1007/b100712.
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.
Steinwart, I. and Christmann, A. (2008) Support vector machines. New York: Springer.