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List of Publications

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1992

Phase Transition and $1/f$ Noise in a Game dynamical Model [21]

Opper, M. and Diederich, S.

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

Link to publication [22] Download Bibtex entry [23]

Generalization in a two–layer network [24]

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

Phys. Rev. A, 6185–6188. 1992

Download Bibtex entry [25]

New Method for Studying the Dynamics of Disordered Spin Systems without Finite–Size Effects [26]

Eissfeller, H. and Opper, M.

Phys. Rev. Lett., 2094–2097. 1992

Download Bibtex entry [27]

Physik lernender Netzwerke (physics of learning networks) [28]

Opper, M.

Physikalische Blätter, 569–574. 1992

Download Bibtex entry [29]

Query by committee [30]

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

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

Link to publication [31] Download Bibtex entry [32]

Estimating Average - Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods [33]

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

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

Download Bibtex entry [34]

1993

Simulating Infinite Systems [35]

Opper, M.

Physica A, 545–551. 1993

Download Bibtex entry [36]

Exact Solution to a Toy Random Field Model [37]

Opper, M.

J. Phys. A, L719–L722. 1993

Download Bibtex entry [38]

The effect of correlations in neural networks [39]

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

J. Phys. A, 3165–3185. 1993

Download Bibtex entry [40]

The Generalization Ability of Perceptrons with Continuous Outputs [41]

Bös, S., Kinzel, W. and Opper, M.

Physical Review E, 1384. 1993

Download Bibtex entry [42]

Construction Algorithm for the Parity Machine [43]

Biehl, M. and Opper, M.

Physica A, 307–313. 1993

Download Bibtex entry [44]

1994

Learning and Generalization in a Two–Layer Neural Network: The Role of the Vapnik–Chervonenkis–Dimension [45]

Opper, M.

Phys. Rev. Lett., 2113–2116. 1994

Download Bibtex entry [46]

Statistical Mechanics of the Knapsack Problem [47]

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

J. Phys. A, L645–L650. 1994

Download Bibtex entry [48]

A Mean Field Monte Carlo Approach to the Sherrington–Kirkpatrick Model with Asymmetric Couplings [49]

Eissfeller, H. and Opper, M.

Phys. Rev. E, 709–720. 1994

Download Bibtex entry [50]

1995

Bounds for Predictive Errors in the Statistical Mechanics of Supervised Learning [51]

Opper, M. and Haussler, D.

Phys. Rev. Lett., 3772-3775. 1995

Link to publication [52] Download Bibtex entry [53]

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