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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

vor >> [16]

Improving on Expectation Propagation [20]

Manfred Opper and Ulrich Paquet and Ole Winther

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

Download Bibtex Eintrag [21]

Approximate inference for stochastic reaction processes [22]

Andreas Ruttor and Guido Sanguinetti and Manfred Opper

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

Link zur Publikation [23] Download Bibtex Eintrag [24]

Variational Markov Chain Monte Carlo for Inference in Partially Observed Nonlinear Diffusions [25]

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 [26]

Variational Inference for Diffusion Processes [27]

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 [28]

Variational inference for Markov jump processes [29]

Manfred Opper and Guido Sanguinetti

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

Download Bibtex Eintrag [30]

An Approximate Inference Approach for the PCA Reconstruction Error [31]

Manfred Opper

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

Link zur Publikation [32] Download Bibtex Eintrag [33]

Approximate Inference in Probabilistic Models [34]

Manfred Opper and Ole Winther

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

Link zur Publikation [35] Download Bibtex Eintrag [36]

The Complexity of Learning with Supportvector Machines - A Statistical Physics Study [37]

Manfred Opper

Adaptivity and Learning. Springer Verlag, 101-108. 2003

Link zur Publikation [38] Download Bibtex Eintrag [39]

Statistical Mechanics of Generalization [40]

Manfred Opper

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

Link zur Publikation [41] Download Bibtex Eintrag [42]

Learning to Generalize [43]

Manfred Opper

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

Link zur Publikation [44] Download Bibtex Eintrag [45]

Adaptive TAP Equations [46]

Manfred Opper and Ole Winther

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

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

From Naive Mean Field Theory to the TAP Equations [49]

Manfred Opper and Ole Winther

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

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

Imparare a Generalizzare (Learning to Generalize) [52]

Manfred Opper

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

Download Bibtex Eintrag [53]

Statistical Mechanics of SVMs [54]

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

Link zur Publikation [55] Download Bibtex Eintrag [56]

Gaussian Processes and SVM: Mean Field Results and Leave-One-Out [57]

Manfred Opper and Ole Winther

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

Download Bibtex Eintrag [58]

vor >> [70]

Postadresse

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