I will be presenting an overview of features selection methods used
for learning.  We will cover in more detail the algorithms suggested
in:
  - J. Weston, A. Elisseff, B. Schoelkopf, and M. Tipping. Use of the
    zero norm with linear models and kernel methods. JMLR, 2003.
  - J. Weston, S. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, and V.
    Vapnik. Feature selection for SVMs. NIPS, 2000.