# Readings

Cristianini, N., and J. Shawe-Taylor. *Introduction To Support Vector Machines*. Cambridge, 2000.

Cucker, F., and S. Smale. "On The Mathematical Foundations of Learning." *Bulletin of the American Mathematical Society.* 2002.

Devroye, L., L. Gyorfi, and G. Lugosi. *A Probabilistic Theory of Pattern Recognition*. Springer, 1997.

Evgeniou, T., M. Pontil, and T. Poggio. "Regularization Networks and Support Vector Machines." *Advances in Computational Mathematics*. 2000.

Poggio, T., and S. Smale. "The Mathematics of Learning: Dealing with Data." *Notices of the AMS.* 2003.

Vapnik, V. N. *The Nature of Statistical Learning Theory*. Springer, 1995.

———. *Statistical Learning Theory*. Wiley, 1998.