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List of Publications


Phase Transition and $1/f$ Noise in a Game dynamical Model

Opper, M. and Diederich, S.

Phys. Rev. Lett., 1616-1619. 1992

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Generalization in a two–layer network

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

Phys. Rev. A, 6185–6188. 1992

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Physik lernender Netzwerke (physics of learning networks)

Opper, M.

Physikalische Blätter, 569–574. 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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Exact Solution to a Toy Random Field Model

Opper, M.

J. Phys. A, L719–L722. 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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