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J

Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model

Romano, L. B., Battistin, C., Opper, M. and Roudi, Y.

Journal of Physics A: Mathematical and Theoretical. IOPscience, 434003. 2016

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Extended Plefka expansion for stochastic dynamics

Bravi, B., Sollich, P. and Opper, M.

Journal of Physics A: Mathematical and Theoretical, 194003. 2016

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A theory of solving TAP equations for Ising models with general invariant random matrices

Opper, M., Cakmak, B. and Winther, O.

Journal of Physics A: Mathematical and Theoretical, 114002. 2016

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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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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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Drifting Games and Brownian Motion

Freund, Y. and Opper, M.

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

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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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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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Neural cryptography with queries

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

J. Stat. Mech., P01009. 2005

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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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Learning of Correlated Patterns in Perceptrons

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

J. Phys. A, L447. 1995

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