direkt zum Inhalt springen

direkt zum Hauptnavigationsmenü

Sie sind hier

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

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

Mean field methods for classification with Gaussian processes

Manfred Opper and Ole Winther

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

Link zur Publikation Download Bibtex Eintrag

Finite Dimensional Approximation of Gaussian Processes

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 Download Bibtex Eintrag

Replicator Dynamics

Manfred Opper and Sigurd Diederich

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

Download Bibtex Eintrag

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

Manfred Opper and Ole Winther

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

Link zur Publikation Download Bibtex Eintrag

Dynamics of Training

S. Bös and Manfred Opper

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

Link zur Publikation Download Bibtex Eintrag

General Bounds on the Mutual Information Between a Parameter and $n$ Conditionally Independent Observations

David Haussler and Manfred Opper

Proceedings of the Eighth Annual Conference on Computational Learning Theory. ACM Press, 402-411. 1995

Link zur Publikation Download Bibtex Eintrag

Supervised Learning: Information Theoretic Bounds on Predictive Errors

Manfred Opper and David Haussler

Proceedings of the IEEE workshop on Information Theory (ITW'95), 6.2. 1995

Link zur Publikation Download Bibtex Eintrag

Learning in Artificial Neural Networks: The Statistical Mechanics Approach

Manfred Opper

Supercomputing in Brain Reasearch: From Tomography to Neural Networks. World Scientific, 321–330. 1995

Download Bibtex Eintrag

Query by committee

H. Sebastian Seung and Manfred Opper and Haim Sompolinsky

Proceedings of the Fifth Annual Conference on Computational Learning Theory. ACM Press, 287-294. 1992

Link zur Publikation Download Bibtex Eintrag

Estimating Average - Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods

David Haussler and Michael Kearns and Manfred Opper and Robert E. Schapire

Advances in Neural Information Processing Systems 4. Morgan Kaufmann, 855–862. 1992

Download Bibtex Eintrag

Calculation of the Learning Curve of Bayes Optimal Classification Algorithm for Learning a Perceptron With Noise

Manfred Opper and David Haussler

Proceedings of the Fourth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 75–87. 1991

Download Bibtex Eintrag

Zusatzinformationen / Extras

Direktzugang

Schnellnavigation zur Seite über Nummerneingabe

Postadresse

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