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List of Publications

1992

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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1991

Tilinglike Learning in the Parity Machine

Biehl, M. and Opper, M.

Phys. Rev. A, 6888–6894. 1991

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The Quantum Lifetime of the Davydov Soliton

Bolterauer, H. and Opper, M.

Z. Phys. B, 95–103. 1991

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Dynamics of Learning

Kinzel, W. and Opper, M.

Physics of Neural Networks. Springer Verlag, 149–171. 1991

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Calculation of the Learning Curve of Bayes Optimal Classification Algorithm for Learning a Perceptron With Noise

Opper, M. and Haussler, D.

Proceedings of the Fourth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 75–87. 1991

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1990

On the Ability of the Optimal Perceptron to Generalize

Opper, M., Kinzel, W., Kleinz, J. and Nehl, R.

J. Phys. A, L581–L586. 1990

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Distribution of Internal Fields and Dynamics of Neural Networks

Henkel, R. D. and Opper, M.

Europhys. Lett., 403–408. 1990

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Learning algorithm for a Neural Network with binary synapses

Köhler, H., Diederich, S., Kinzel, W. and Opper, M.

Zeitschrift für Physik B, 333–342. 1990

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1989

Replicators with Random Interactions- a Solvable Model

Diederich, S. and Opper, M.

Phys. Rev. A (Rapid Comm.), 4333. 1989

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Critical Storage Capacity of the $J= \pm 1$ Neural Network

Krauth, W. and Opper, M.

J. Phys. A, L519–L523. 1989

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Basins of Attraction near the Critical Storage Capacity for Neural Networks with Constant Stabilities

Opper, M., Kleinz, J., Köhler, H. and Kinzel, W.

J. Phys. A, L407–L411. 1989

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