A Krogh and P Sollich.
Statistical mechanics of ensemble learning.
Physical Review E, 55:811-825, 1997.
Abstract and full paper
P Sollich and D Barber.
Online learning from finite training sets: An analytical case study.
In M C Mozer and M I Jordan and T Petsche, editors,
Advances in Neural Information Processing Systems 9, pages 274-280,
Cambridge, MA, 1997. MIT Press.
Abstract and full paper
P Sollich, F Lequeux, P Hébraud, and M E Cates.
Rheology of soft glassy materials.
Physical Review Letters, 78:2020-2023, 1997.
Abstract and full paper
P Sollich.
Query learning for maximum information gain in a multi-layer neural
network.
In S W Ellacott, J C Mason, and I J Anderson, editors, Mathematics of Neural Networks: Models, Algorithms and
Applications, pages 339-343, Boston, MA, 1997. Kluwer
Academic.
Abstract and full paper
D Barber, P Sollich, and D Saad.
Finite size effects in on-line learning in multilayer neural
networks.
In S W Ellacott, J C Mason, and I J Anderson, editors, Mathematics of Neural Networks: Models, Algorithms and
Applications, pages 84-88, Boston, MA, 1997. Kluwer
Academic.
Abstract and full paper
P Sollich and D Barber.
Online learning from finite training sets.
Europhysics Letters, 38:477-482, 1997.
Abstract and full paper
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