next up previous
Next: Econophysics Up: Statistical inference and neural Previous: Query learning

Learning with ensembles

P Sollich and A Krogh. Learning with ensembles: When over-fitting can be useful. In D S Touretzky, M C Mozer, and M E Hasselmo, editors, Advances in Neural Information Processing Systems 8, pages 190-196, Cambridge, MA, 1996. MIT Press.
Abstract and full paper

A Krogh and P Sollich. Statistical mechanics of ensemble learning. Physical Review E, 55:811-825, 1997.
Abstract and full paper



Last updated Mon Oct 17 2016
Contact: Peter Sollich
Back to my home page