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List of Publications

2005

Approximate inference techniques with expectation constraints

Heskes, T., Opper, M., Wiegerinck, W., Winther, O. and Zoeter, O.

Journal of Statistical Mechanics (JSTAT) 2005

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2004

Approximate Inference in Probabilistic Models

Opper, M. and Winther, O.

Algorithmic Learning Theory. Springer Verlag, 494–504.. 2004

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Approximate Analytical Bootstrap Averages for Support Vector Classifiers

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 16. MIT Press. 2004

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Variational Linear Response

Opper, M. and Winther, O.

Advances in Neural Information Processing Systems 16. MIT Press. 2004

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Neural cryptography with feedback

Ruttor, A., Kinzel, W., Shacham, L. and Kanter, I.

Phys. Rev. E, 046110. 2004

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Synchronization of random walks with reflecting boundaries

Ruttor, A., Reents, G. and Kinzel, W.

J. Phys. A: Math. Gen., 8609-8618. 2004

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Bayesian Analysis of the Scatterometer Wind Retrieval inverse Problem: Some new Approaches

Cornford, D., Csató, L., Evans, D. J. and Opper, M.

Journal Royal Statistical Society B, 1–17. 2004

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2003


Statistical Mechanics of Generalization

Opper, M.

The Handbook of Brain Theory and Neural Networks, 2nd edition. MIT Press, 1087-1090. 2003

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A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 15. MIT Press, 327-334. 2003

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An Approximate Analytical Approach to Resampling Averages

Malzahn, D. and Opper, M.

Journal of Machine Learning Research, 1151–1173. 2003

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