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

Improving on Expectation Propagation

Manfred Opper and Ulrich Paquet and Ole Winther

Advances in Neural Information Processing Systems 21. MIT Press. 2009

Download Bibtex Eintrag

Approximate inference for stochastic reaction processes

Andreas Ruttor and Guido Sanguinetti and Manfred Opper

Learning and Inference in Computational Systems Biology. The MIT Press, 189–205. 2009

Link zur Publikation Download Bibtex Eintrag

Variational Markov Chain Monte Carlo for Inference in Partially Observed Nonlinear Diffusions

Yuan Shen and Cédric Archambeau and Dan Cornford and Manfred Opper

Proceedings of the Workshop Inference and Estimation in Probabilistic Time-Series Models, 67-78. 2008

Download Bibtex Eintrag

Variational Inference for Diffusion Processes

Cédric Archambeau and Manfred Opper and Yuan Shen and Dan Cornford and John Shawe-Taylor

Advances in Neural Information Processing Systems 20. MIT Press, 17–24. 2008

Download Bibtex Eintrag

Variational inference for Markov jump processes

Manfred Opper and Guido Sanguinetti

Advances in Neural Information Processing Systems 20. MIT Press, 1105–1112. 2008

Download Bibtex Eintrag

An Approximate Inference Approach for the PCA Reconstruction Error

Manfred Opper

Advances in Neural Information Processing Systems 18. MIT Press. 2006

Link zur Publikation Download Bibtex Eintrag

Approximate Inference in Probabilistic Models

Manfred Opper and Ole Winther

Algorithmic Learning Theory. Springer Verlag, 494–504.. 2004

Link zur Publikation Download Bibtex Eintrag


Statistical Mechanics of Generalization

Manfred Opper

The Handbook of Brain Theory and Neural Networks, 2nd edition. MIT Press, 1087-1090. 2003

Link zur Publikation Download Bibtex Eintrag

Learning to Generalize

Manfred Opper

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

Link zur Publikation Download Bibtex Eintrag

Adaptive TAP Equations

Manfred Opper and Ole Winther

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

Link zur Publikation Download Bibtex Eintrag

From Naive Mean Field Theory to the TAP Equations

Manfred Opper and Ole Winther

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

Link zur Publikation Download Bibtex Eintrag

Imparare a Generalizzare (Learning to Generalize)

Manfred Opper

Frontiere della Biologia. Istituto della Enciclopedia Italiana Treccani, 717-729. 2000

Download Bibtex Eintrag

Statistical Mechanics of SVMs

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

Advances in Large Margin Classifiers. MIT Press, 359-367. 2000

Link zur Publikation Download Bibtex Eintrag

Gaussian Processes and SVM: Mean Field Results and Leave-One-Out

Manfred Opper and Ole Winther

Advances in Large Margin Classifiers. MIT Press, 311–326. 2000

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