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List of Publications

O

Simulating Infinite Systems

Opper, M.

Physica A, 545–551. 1993

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Exact Solution to a Toy Random Field Model

Opper, M.

J. Phys. A, L719–L722. 1993

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

Opper, M. and Diederich, S.

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

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Physik lernender Netzwerke (physics of learning networks)

Opper, M.

Physikalische Blätter, 569–574. 1992

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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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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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Learning in Neural Networks: Solvable Dynamics

Opper, M.

Europhys. Lett., 389–392. 1989

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Improving on Expectation Propagation

Opper, M., Paquet, U. and Winther, O.

Advances in Neural Information Processing Systems 21. MIT Press. 2009

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Variational inference for Markov jump processes

Opper, M. and Sanguinetti, G.

Advances in Neural Information Processing Systems 20. MIT Press, 1105–1112. 2008

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An Approximate Inference Approach for the PCA Reconstruction Error

Opper, M.

Advances in Neural Information Processing Systems 18. MIT Press. 2006

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Approximate Inference in Probabilistic Models

Opper, M. and Winther, O.

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

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