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Inhalt des Dokuments



Generalization in a two–layer network

Schwarze, H., Opper, M. and Kinzel, W.

Phys. Rev. A, 6185–6188. 1992

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Query by committee

Seung, H. S., Opper, M. and Sompolinsky, H.

Proceedings of the Fifth Annual Conference on Computational Learning Theory. ACM Press, 287-294. 1992

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Estimating Average - Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods

Haussler, D., Kearns, M., Opper, M. and Schapire, R. E.

Advances in Neural Information Processing Systems 4. Morgan Kaufmann, 855–862. 1992

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Simulating Infinite Systems

Opper, M.

Physica A, 545–551. 1993

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The effect of correlations in neural networks

Wendemuth, A., Opper, M. and Kinzel, W.

J. Phys. A, 3165–3185. 1993

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The Generalization Ability of Perceptrons with Continuous Outputs

Bös, S., Kinzel, W. and Opper, M.

Physical Review E, 1384. 1993

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Construction Algorithm for the Parity Machine

Biehl, M. and Opper, M.

Physica A, 307–313. 1993

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Statistical Mechanics of the Knapsack Problem

Korutcheva, E., Opper, M. and López, B. J.

J. Phys. A, L645–L650. 1994

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