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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

<< zurück [5]
vor >> [17]

2001

Tractable approximations for probabilistic models: The adaptive TAP mean field approach [21]

Manfred Opper and Ole Winther

Phys. Rev. Lett., 3695-3699. 2001

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

Adaptive and Selfaveraging TAP Mean Field Theory [24]

Manfred Opper and Ole Winther

Physical Review E, 056131. 2001

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

Universal learning curves of support vector machines [27]

Manfred Opper and Robert Urbanczik

Phys. Rev. Lett., 4410-4413. 2001

Link zur Publikation [28] Download Bibtex Eintrag [29]

Probabilistic data modelling with adaptive TAP mean field theory [30]

Manfred Opper and Ole Winther

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 119-125. 2001

Link zur Publikation [31] Download Bibtex Eintrag [32]

Support Vector machines learning noisy polynomial rules [33]

Manfred Opper and Robert Urbanczik

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 110-118. 2001

Link zur Publikation [34] Download Bibtex Eintrag [35]

Retarded Learning: Rigorous Results from Statistical Mechanics [36]

Didier Herschkowitz and Manfred Opper

Phys. Rev. Lett., 2174-2177. 2001

Link zur Publikation [37] Download Bibtex Eintrag [38]

2000

Imparare a Generalizzare (Learning to Generalize) [39]

Manfred Opper

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

Download Bibtex Eintrag [40]

Statistical Mechanics of SVMs [41]

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

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

Gaussian Processes and SVM: Mean Field Results and Leave-One-Out [44]

Manfred Opper and Ole Winther

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

Download Bibtex Eintrag [45]

Continuous drifting games [46]

Yoav Freund and Manfred Opper

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 126-132. 2000

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

Efficient Approaches to Gaussian Process Classification [49]

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 [50] Download Bibtex Eintrag [51]

On–line learning from a finite training set: A solvable model [52]

Bernado Lopez and Manfred Opper

Europhys. Lett., 275-281. 2000

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

Gaussian Processes for Classification: Mean Field Algorithms [55]

Manfred Opper and Ole Winther

Neural Computation, 2655-2684. 2000

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

1999

Worst Case Prediction over Sequences under Log Loss [58]

Manfred Opper and David Haussler

The IMA Volumes in Mathematics and Its Applications, Volume 107: The Mathematics of Information Coding, Extraction & Distribution. Springer Verlag, 81-90. 1999

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

General Bounds on Bayes errors for regression with Gaussian processes [61]

Manfred Opper and Francesco Vivarelli

Advances in Neural Information Processing Systems 11. MIT Press, 302-308. 1999

Link zur Publikation [62] Download Bibtex Eintrag [63]

<< zurück [64]
vor >> [76]

Postadresse

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