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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

 

 


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Publikationen

E

Learning in Neural Networks: Solvable Dynamics

Manfred Opper

Europhys. Lett., 389–392. 1989

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Convexity, Internal Representations and the Statistical Mechanics of Neural Networks

Manfred Opper and Andreas Mietzner and Peter Kuhlmann

Europhys. Lett., 31-36. 1997

Link zur Publikation Download Bibtex Eintrag

C

Visualizing the effects of a changing distance on data using continuous embeddings

Gina Gruenhage and Manfred Opper and Simon Barthelme

Computational Statistics & Data Analysis. Elsevier, 51 - 65. 2016

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Tractable Inference for Probabilistic Data Models

Lehel Csató and Manfred Opper and Ole Winther

Complexity, 64-68. 2003

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B

Switching Regulatory Models of Cellular Stress Response

Guido Sanguinetti and Andreas Ruttor and Manfred Opper and Cedric Archambeau

Bioinformatics, 1280-1286. 2009

Link zur Publikation Download Bibtex Eintrag

Learning combinatorial transcriptional dynamics from gene expression data

Manfred Opper and Guido Sanguinetti

Bioinformatics. Oxford Journals, 1623-1629. 2010

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Switching Regulatory Models of Cellular Stress Response

Guido Sanguinetti and Andreas Ruttor and Manfred Opper and Cédric Archambeau

Bioinformatics 2009

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A

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

David Haussler and Manfred Opper

Annals of Statistics, 2451–2492. 1997

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2

Dynamical Functional Theory for Compressed Sensing

Burak Çakmak and Manfred Opper and Ole Winther and Bernard H. Fleury

2017 IEEE International Symposium on Information Theory (ISIT). IEEE Press, 2143-2147. 2017

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Improving on Expectation Propagation

Manfred Opper and Ulrich Paquet and Ole Winther

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

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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

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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

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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

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Postadresse

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