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List of Publications

D

Statistical Mechanics of SVMs

Dietrich, R., Opper, M. and Sompolinsky, H.

Advances in Large Margin Classifiers. MIT Press, 359-367. 2000

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Statistical Mechanics of Support Vector Networks

Dietrich, R., Opper, M. and Sompolinsky, H.

Phys. Rev. Lett., 2975-2978. 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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Inverse Ising problem in continuous time: A latent variable approach

Donner, C. and Opper, M.

Phys. Rev. E. American Physical Society, 062104. 2017

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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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Efficient Bayesian Inference for a Gaussian Process Density Model

Donner, C. and Opper, M.

Proceedings of UAI 2018. AUAI Press, 53-62. 2018

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E



F

Continuous drifting games

Freund, Y. and Opper, M.

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 126-132. 2000

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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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G


Visualizing the effects of a changing distance on data using continuous embeddings

Gruenhage, G., Opper, M. and Barthelme, S.

Computational Statistics & Data Analysis. Elsevier, 51 - 65. 2016

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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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H


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