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O

M

Maximal Stability in Unsupervised Learning

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

J. Phys. A, 2785–2797. 1995

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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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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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A Variational Approach to Learning Curves

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 14. MIT Press, 463-469. 2002

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Learning curves for Gaussian processes models: Fluctuations and Universality

Malzahn, D. and Opper, M.

Proceedings of the International Conference on Artificial Neural Networks 2001. Springer–Verlag, 271-276. 2001

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Learning Curves for Gaussian processes regression: A framework for good approximations

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 13. MIT Press, 273-279. 2001

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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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