2 papers
cs.NE1998
A role of constraint in self-organization
Carlos Domingo, Osamu Watanabe, Tadashi Yamazaki
In this paper we introduce a neural network model of self-organization. This model uses a variation of Hebb rule for updating its synaptic weights, and surely converges to the equi…
cs.LG1998
Practical algorithms for on-line sampling
Carlos Domingo, Ricard Gavalda, Osamu Watanabe
One of the core applications of machine learning to knowledge discovery consists on building a function (a hypothesis) from a given amount of data (for instance a decision tree or…