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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

A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages

Dörthe Malzahn and Manfred Opper

Advances in Neural Information Processing Systems 15. MIT Press, 327-334. 2003

Link zur Publikation Download Bibtex Eintrag


Data Assimilation with Sequential Gaussian Processes

Lehel Csató and Dan Cornford and Manfred Opper

Uncertainty in geometrical computation, published by: Kluwer. Kluwer, 29-40. 2002

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Asymptotic Universality for Learning Curves of Support Vector Machines

Manfred Opper and Robert Urbanczik

Advances in Neural Information Processing Systems 14. MIT Press, 479-486. 2002

Link zur Publikation Download Bibtex Eintrag

Approximate Gaussian process inference for the drift of stochastic differential equations

Andreas Ruttor and Philipp Batz and Manfred Opper

Advances in Neural Information Processing Systems, 2040-2048. 2013

Link zur Publikation Download Bibtex Eintrag

A Variational Approach to Learning Curves

Dörthe Malzahn and Manfred Opper

Advances in Neural Information Processing Systems 14. MIT Press, 463-469. 2002

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TAP Gibbs Free Energy, Belief Propagation and Sparsity

Lehel Csató and Manfred Opper and Ole Winther

Advances in Neural Information Processing Systems 14. MIT Press, 657-663. 2002

Link zur Publikation Download Bibtex Eintrag

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

Link zur Publikation Download Bibtex Eintrag

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

Link zur Publikation Download Bibtex Eintrag

Sparse Representation for Gaussian Process Models

Lehel Csató and Manfred Opper

Advances in Neural Information Processing Systems 13. MIT Press, 444-450. 2001

Link zur Publikation Download Bibtex Eintrag

Learning Curves for Gaussian processes regression: A framework for good approximations

Dörthe Malzahn and Manfred Opper

Advances in Neural Information Processing Systems 13. MIT Press, 273-279. 2001

Link zur Publikation Download Bibtex Eintrag

Continuous drifting games

Yoav Freund and Manfred Opper

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

Link zur Publikation Download Bibtex Eintrag

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

Link zur Publikation Download Bibtex Eintrag

General Bounds on Bayes errors for regression with Gaussian processes

Manfred Opper and Francesco Vivarelli

Advances in Neural Information Processing Systems 11. MIT Press, 302-308. 1999

Link zur Publikation Download Bibtex Eintrag

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Postadresse

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