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List of Publications

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Optimal control as a graphical model inference problem

Kappen, H. J., Gomez, V. and Opper, M.

Machine Learning. Springer, 159-182. 2012

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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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Synchronization of neural networks by mutual learning and its application to cryptography

Klein, E., Mislovaty, R., Kanter, I., Ruttor, A. and Kinzel, W.

Advances in Neural Information Processing Systems. MIT Press, 689-696. 2005

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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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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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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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L




Learning of Correlated Patterns in Perceptrons

López, B. J., Schröder, M. and Opper, M.

J. Phys. A, L447. 1995

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M

An Estimator for the Relative Entropy Rate of Path Measures for Stochastic Differential Equations

M., O.

J. Comput. Phys.. Academic Press Professional, Inc., 127–133. 2017

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