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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

 

 


Sprechstunde nach Vereinbarung

Publikationen

1999

Replicator Dynamics

Manfred Opper and Sigurd Diederich

Proceedings of the Europhysics Conference on Computational Physics CCP 1998. Elsevier Science, 141-144. 1999

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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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Bayes-optimal performance in a discrete space

Mauro Copelli and Chris Van den Broeck and Manfred Opper

Journal of Physics A, L555. 1999

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2000

Imparare a Generalizzare (Learning to Generalize)

Manfred Opper

Frontiere della Biologia. Istituto della Enciclopedia Italiana Treccani, 717-729. 2000

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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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Gaussian Processes and SVM: Mean Field Results and Leave-One-Out

Manfred Opper and Ole Winther

Advances in Large Margin Classifiers. MIT Press, 311–326. 2000

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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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Efficient Approaches to Gaussian Process Classification

L. Csató and Ernest Fokou´e and Manfred Opper and Bernhard Schottky and Ole Winther

Advances in Neural Information Processing Systems 12. MIT Press, 251-257. 2000

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Gaussian Processes for Classification: Mean Field Algorithms

Manfred Opper and Ole Winther

Neural Computation, 2655-2684. 2000

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2001

Learning to Generalize

Manfred Opper

Frontiers of Life. Academic Press, 763-775. 2001

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Adaptive TAP Equations

Manfred Opper and Ole Winther

Advanced Mean Field Methods: Theory and Practice. MIT Press, 85-97. 2001

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From Naive Mean Field Theory to the TAP Equations

Manfred Opper and Ole Winther

Advanced Mean Field Methods: Theory and Practice. MIT Press, 7-20. 2001

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Learning curves for Gaussian processes models: Fluctuations and Universality

Dörthe Malzahn and Manfred Opper

Proceedings of the International Conference on Artificial Neural Networks 2001. Springer–Verlag, 271-276. 2001

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Online Learning of Wind-Field Models

Lehel Csató and Dan Cornford and Manfred Opper

Proceedings of the International Conference on Artificial Neural Networks 2001. Springer–Verlag, 300-307. 2001

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Postadresse

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