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List of Publications

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Maximal Stability in Unsupervised Learning

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

J. Phys. A, 2785–2797. 1995

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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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Neural cryptography with queries

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

J. Stat. Mech., P01009. 2005

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Bayesian Inference for Change Points in Dynamical Systems with Reusable States—a Chinese Restaurant Process Approach

Stimberg, F., Opper, M. and Ruttor, A.

Proceedings of the International Conference on Artificial Intelligence and Statistics 2012

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Regret Bounds for Gaussian Process Bandit Problems

Grünewälder, S., Audibert, J.-Y., Opper, M. and Shawe-Taylor, J.

JMLR Workshop and Conference Proceedings, 273-280. 2010

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Drifting Games and Brownian Motion

Freund, Y. and Opper, M.

Journal of Computer and System Sciences, 113-132. 2002

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Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes

Donner, C. and Opper, M.

Journal of Machine Learning Research, 1-34. 2018

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Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models

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

Journal of Machine Learning Research, 2857-2898. 2013

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Expectation Consistent Approximate Inference

Opper, M. and Winther, O.

Journal of Machine Learning Research, 2177 - 2204. 2005

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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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Bayes-optimal performance in a discrete space

Copelli, M., Broeck, C. V. d. and Opper, M.

Journal of Physics A, L555. 1999

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Statistical Mechanics of Learning in the Presence of Outliers

Dietrich, R. and Opper, M.

Journal of Physics A, 9131-9147. 1998

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Expectation propagation for continuous time stochastic processes

Cseke, B., Schnoerr, D., Opper, M. and Sanguinetti, G.

Journal of Physics A: Mathematical and Theoretical. IOPscience, 494002. 2016

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