direkt zum Inhalt springen

direkt zum Hauptnavigationsmenü

Sie sind hier

TU Berlin

Page Content

Prof. Dr. Manfred Opper

Lupe [1]

Head of Research Group AI
Office: FR 5059
Phone: +49 30 314-73749
E-Mail: manfred.opper <AT> tu-berlin.de
Consulting hour according to agreement

Publications

<< previous [2]
next >> [14]

1999

Mean field methods for classification with Gaussian processes [18]

Manfred Opper and Ole Winther

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

Link to publication [19] Download Bibtex entry [20]

Finite Dimensional Approximation of Gaussian Processes [21]

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

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

Link to publication [22] Download Bibtex entry [23]

Replicator Dynamics [24]

Manfred Opper and Sigurd Diederich

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

Download Bibtex entry [25]

Statistical Mechanics of Support Vector Networks [26]

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

Link to publication [27] Download Bibtex entry [28]

Bayes-optimal performance in a discrete space [29]

Mauro Copelli and Chris Van den Broeck and Manfred Opper

Journal of Physics A, L555. 1999

Link to publication [30] Download Bibtex entry [31]

1998

On the Annealed VC Entropy for Margin Classifiers: A Statistical Mechanics Study [32]

Manfred Opper

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

Link to publication [33] Download Bibtex entry [34]

A Bayesian Approach to Online Learning [35]

Manfred Opper

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

Link to publication [36] Download Bibtex entry [37]

Statistical Mechanics of Learning in the Presence of Outliers [38]

Rainer Dietrich and Manfred Opper

Journal of Physics A, 9131-9147. 1998

Link to publication [39] Download Bibtex entry [40]

An Exact Description of Early Stopping and Weight Decay [41]

Siegfried Bös and Manfred Opper

J. Phys. A, 4835. 1998

Download Bibtex entry [42]

Online versus Offline Learning [43]

Manfred Opper

Phil. Mag. B, 1531-1537. 1998

Link to publication [44] Download Bibtex entry [45]

1997

Regression with Gaussian Processes: Average Case Performance [46]

Manfred Opper

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

Link to publication [47] Download Bibtex entry [48]

Metric Entropy and Minimax Risk in Classification [49]

David Haussler and Manfred Opper

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

Link to publication [50] Download Bibtex entry [51]

A mean field algorithm for Bayes learning in large feedforward neural networks [52]

Manfred Opper and Ole Winther

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

Link to publication [53] Download Bibtex entry [54]

Dynamics of Training [55]

S. Bös and Manfred Opper

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

Link to publication [56] Download Bibtex entry [57]

Mutual Information, Metric Entropy, and Risk in Estimation of Probability Distributions [58]

David Haussler and Manfred Opper

Annals of Statistics, 2451–2492. 1997

Download Bibtex entry [59]

<< previous [60]
next >> [72]

Postal Address

TU Berlin
Fakultät IV
Elektrotechnik und Informatik
sec. MAR 4-2
Marchstrasse 23
D-10587 Berlin
------ Links: ------

Zusatzinformationen / Extras

Quick Access:

Schnellnavigation zur Seite über Nummerneingabe

Auxiliary Functions

Copyright TU Berlin 2008