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TU Berlin

Inhalt des Dokuments

Prof. Dr. Manfred Opper

Lupe [1]
  • Leiter der Einheit KI
  • Raum: MAR 4.017
  • Telefon: +4930 314-73749
  • E-Mail: manfred.opper <AT> tu-berlin.de

 

 


Sprechstunde nach Vereinbarung

  • Forschungsgebiete [2]
  • Publikationen [3]
  • Lebenslauf [4]

Publikationen

<< zurück [5]
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2003

Tractable Inference for Probabilistic Data Models [21]

Lehel Csató and Manfred Opper and Ole Winther

Complexity, 64-68. 2003

Link zur Publikation [22] Download Bibtex Eintrag [23]

2002

Data Assimilation with Sequential Gaussian Processes [24]

Lehel Csató and Dan Cornford and Manfred Opper

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

Download Bibtex Eintrag [25]

Asymptotic Universality for Learning Curves of Support Vector Machines [26]

Manfred Opper and Robert Urbanczik

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

Link zur Publikation [27] Download Bibtex Eintrag [28]

A Variational Approach to Learning Curves [29]

Dörthe Malzahn and Manfred Opper

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

Link zur Publikation [30] Download Bibtex Eintrag [31]

TAP Gibbs Free Energy, Belief Propagation and Sparsity [32]

Lehel Csató and Manfred Opper and Ole Winther

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

Link zur Publikation [33] Download Bibtex Eintrag [34]

Drifting Games and Brownian Motion [35]

Yoav Freund and Manfred Opper

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

Link zur Publikation [36] Download Bibtex Eintrag [37]

Sparse On-Line Gaussian Processes [38]

Lehel Csató and Manfred Opper

Neural Computation, 641 - 668. 2002

Link zur Publikation [39] Download Bibtex Eintrag [40]

Statistical Mechanics of Learning: A Variational Approach for Real Data [41]

Dörthe Malzahn and Manfred Opper

Phys. Rev. Lett., 108302.1-108302.4. 2002

Link zur Publikation [42] Download Bibtex Eintrag [43]

2001

Learning to Generalize [44]

Manfred Opper

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

Link zur Publikation [45] Download Bibtex Eintrag [46]

Adaptive TAP Equations [47]

Manfred Opper and Ole Winther

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

Link zur Publikation [48] Download Bibtex Eintrag [49]

From Naive Mean Field Theory to the TAP Equations [50]

Manfred Opper and Ole Winther

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

Link zur Publikation [51] Download Bibtex Eintrag [52]

Learning curves for Gaussian processes models: Fluctuations and Universality [53]

Dörthe Malzahn and Manfred Opper

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

Link zur Publikation [54] Download Bibtex Eintrag [55]

Online Learning of Wind-Field Models [56]

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 [57] Download Bibtex Eintrag [58]

Sparse Representation for Gaussian Process Models [59]

Lehel Csató and Manfred Opper

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

Link zur Publikation [60] Download Bibtex Eintrag [61]

Learning Curves for Gaussian processes regression: A framework for good approximations [62]

Dörthe Malzahn and Manfred Opper

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

Link zur Publikation [63] Download Bibtex Eintrag [64]

<< zurück [65]
vor >> [77]

Postadresse

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