Trends in Unsupervised Learning.
Colin Fyfe · The European Symposium on Artificial Neural Networks · 1999
We review the trends in unsupervised learning towards the search for (in)dependence rather than (de)correlation, towards the use of global objective functions, towards a balancing of cooperation and competition and towards probabilistic, particularly Bayesian methods.