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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

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vor >> [17]

1999

Mean field methods for classification with Gaussian processes [21]

Manfred Opper and Ole Winther

Advances in Neural Information Processing Systems 11. MIT Press, 309-315. 1999

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

Finite Dimensional Approximation of Gaussian Processes [24]

Giancarlo Ferrari Trecate and Christopher K.I. Williams and Manfred Opper

Advances in Neural Information Processing Systems 11. MIT Press, 218-224. 1999

Link zur Publikation [25] Download Bibtex Eintrag [26]

Replicator Dynamics [27]

Manfred Opper and Sigurd Diederich

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

Download Bibtex Eintrag [28]

Statistical Mechanics of Support Vector Networks [29]

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

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

Bayes-optimal performance in a discrete space [32]

Mauro Copelli and Chris Van den Broeck and Manfred Opper

Journal of Physics A, L555. 1999

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

1998

On the Annealed VC Entropy for Margin Classifiers: A Statistical Mechanics Study [35]

Manfred Opper

Advances in Kernel Methods. MIT Press, 117-126. 1998

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

A Bayesian Approach to Online Learning [38]

Manfred Opper

Online Learning in Neural Networks. Cambridge University Press, 363-378. 1998

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

Statistical Mechanics of Learning in the Presence of Outliers [41]

Rainer Dietrich and Manfred Opper

Journal of Physics A, 9131-9147. 1998

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

An Exact Description of Early Stopping and Weight Decay [44]

Siegfried Bös and Manfred Opper

J. Phys. A, 4835. 1998

Download Bibtex Eintrag [45]

Online versus Offline Learning [46]

Manfred Opper

Phil. Mag. B, 1531-1537. 1998

Link zur Publikation [47] Download Bibtex Eintrag [48]

1997

Regression with Gaussian Processes: Average Case Performance [49]

Manfred Opper

Hong Kong International Workshop on Theoretical Aspects of Neural Computation: A Multi-disciplinary Perspective (TANC 97). World Scientific. 1997

Link zur Publikation [50] Download Bibtex Eintrag [51]

Metric Entropy and Minimax Risk in Classification [52]

David Haussler and Manfred Opper

Lecture Notes in Computer Science: Studies in Logic and Computer Science, Vol. 1261. Springer, 212-235. 1997

Link zur Publikation [53] Download Bibtex Eintrag [54]

A mean field algorithm for Bayes learning in large feedforward neural networks [55]

Manfred Opper and Ole Winther

Advances in Neural Information Processing Systems 9. MIT Press, 225-231. 1997

Link zur Publikation [56] Download Bibtex Eintrag [57]

Dynamics of Training [58]

S. Bös and Manfred Opper

Advances in Neural Information Processing Systems 9. MIT Press, 141-147. 1997

Link zur Publikation [59] Download Bibtex Eintrag [60]

Mutual Information, Metric Entropy, and Risk in Estimation of Probability Distributions [61]

David Haussler and Manfred Opper

Annals of Statistics, 2451–2492. 1997

Download Bibtex Eintrag [62]

<< zurück [63]
vor >> [75]

Postadresse

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