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List of Publications

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D

Statistical Mechanics of SVMs [21]

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

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

Link to publication [22] Download Bibtex entry [23]

Statistical Mechanics of Support Vector Networks [24]

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

Phys. Rev. Lett., 2975-2978. 1999

Link to publication [25] Download Bibtex entry [26]

Statistical Mechanics of Learning in the Presence of Outliers [27]

Dietrich, R. and Opper, M.

Journal of Physics A, 9131-9147. 1998

Link to publication [28] Download Bibtex entry [29]

Inverse Ising problem in continuous time: A latent variable approach [30]

Donner, C. and Opper, M.

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

Link to publication [31] Download Bibtex entry [32]

Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes [33]

Donner, C. and Opper, M.

Journal of Machine Learning Research, 1-34. 2018

Link to publication [34] Download Bibtex entry [35]

Efficient Bayesian Inference for a Gaussian Process Density Model [36]

Donner, C. and Opper, M.

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

Download Bibtex entry [37]

E

A Mean Field Monte Carlo Approach to the Sherrington–Kirkpatrick Model with Asymmetric Couplings [38]

Eissfeller, H. and Opper, M.

Phys. Rev. E, 709–720. 1994

Download Bibtex entry [39]

New Method for Studying the Dynamics of Disordered Spin Systems without Finite–Size Effects [40]

Eissfeller, H. and Opper, M.

Phys. Rev. Lett., 2094–2097. 1992

Download Bibtex entry [41]

F

Continuous drifting games [42]

Freund, Y. and Opper, M.

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

Link to publication [43] Download Bibtex entry [44]

Drifting Games and Brownian Motion [45]

Freund, Y. and Opper, M.

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

Link to publication [46] Download Bibtex entry [47]

Vergleich von Z-Learning und Q-Learning auf diskreten Markov Decision Problems [48]

Froese, V.

2010 TU Berlin

Link to publication [49] Download Bibtex entry [50]

G

Gaussian Processes for Plume Distribution Estimation with UAVs [51]

Gosmann, J.

2013 TU Berlin

Link to publication [52] Download Bibtex entry [53]

Visualizing the effects of a changing distance on data using continuous embeddings [54]

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

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

Link to publication [55] Download Bibtex entry [56]

Regret Bounds for Gaussian Process Bandit Problems [57]

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

JMLR Workshop and Conference Proceedings, 273-280. 2010

Download Bibtex entry [58]

H

Learning to Ride a Light Cycle [59]

Haenicke, J.

2011

Link to publication [60] Download Bibtex entry [61]

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