Mathematical modelling of generalization
Anthony, M.
(2002).
Mathematical modelling of generalization.
In
Marinaro, M. & Tagliaferri, R.
(Eds.),
Neural Nets: 13th Italian Workshop on Neural Nets, Wirn Vietri 2002 Vietri Sul Mare, Italy, May 30-June 1, 2002
(pp. 181-189).
Springer Berlin / Heidelberg.
(2002).
Mathematical modelling of generalization.
In
Marinaro, M. & Tagliaferri, R.
(Eds.),
Neural Nets: 13th Italian Workshop on Neural Nets, Wirn Vietri 2002 Vietri Sul Mare, Italy, May 30-June 1, 2002
(pp. 181-189).
Springer Berlin / Heidelberg.
This paper surveys certain developments in the use of probabilistic techniques for the modelling of generalization. Some of the main methods and key results are discussed. Many details are omitted, the aim being to give a high-level overview of the types of approaches taken and methods used.