Mean-field theory of learning: from dynamics to statics

K. Y. Michael Wong, S. Li, Peixun Luo

Using the cavity method and diagrammatic methods, we model the dynamics of batch learning of restricted sets of examples. Simulations of the Green's function and the cavity activat…