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TU Berlin

Inhalt des Dokuments

Prof. Dr. Manfred Opper

Lupe
  • Leiter der Einheit KI
  • Raum: MAR 4.017
  • Telefon: +4930 314-73749
  • E-Mail: manfred.opper <AT> tu-berlin.de

 

 


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Publikationen

D

Replicators with Random Interactions- a Solvable Model

Sigurd Diederich and Manfred Opper

Phys. Rev. A (Rapid Comm.), 4333. 1989

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Learning of Correlated Patterns in Spin- Glass Networks by Local Learning Rules

Sigurd Diederich and Manfred Opper

Phys. Rev. Lett., 949–952. 1987

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Learning by Error Correction in Spin Glass Models of Neural Networks

Sigurd Diederich and Manfred Opper and Rolf Dieter Henkel and Wolfgang Kinzel

Computer Simulations in Brain Science. Cambridge University Press. 1988

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Statistical Mechanics of SVMs

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

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Statistical Mechanics of Support Vector Networks

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

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Statistical Mechanics of Learning in the Presence of Outliers

Rainer Dietrich and Manfred Opper

Journal of Physics A, 9131-9147. 1998

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Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes

Christian Donner and Manfred Opper

Journal of Machine Learning Research, 1-34. 2018

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Efficient Bayesian Inference for a Gaussian Process Density Model

Christian Donner and Manfred Opper

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

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E



F

Continuous drifting games

Yoav Freund and Manfred Opper

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

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Drifting Games and Brownian Motion

Yoav Freund and Manfred Opper

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

Gina Gruenhage and Manfred Opper and Simon Barthelme

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

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Regret Bounds for Gaussian Process Bandit Problems

Steffen Grünewälder and Jean-Yves Audibert and Manfred Opper and John Shawe-Taylor

JMLR Workshop and Conference Proceedings, 273-280. 2010

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Postadresse

TU Berlin
Fakultät IV
Elektrotechnik und Informatik
Sekr. MAR 4-2
Marchsstrasse 23
D-10587 Berlin