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List of Publications

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2010

Learning combinatorial transcriptional dynamics from gene expression data [21]

Opper, M. and Sanguinetti, G.

Bioinformatics. Oxford Journals, 1623-1629. 2010

Download Bibtex entry [22]

Regret Bounds for Gaussian Process Bandit Problems [23]

Grünewälder, S., Audibert, J.-Y., Opper, M. and Shawe-Taylor, J.

JMLR Workshop and Conference Proceedings, 273-280. 2010

Download Bibtex entry [24]

Linear approaches to a stochastic mechanical control problem [25]

Mabrouk, M.

2010 TU Berlin

Link to publication [26] Download Bibtex entry [27]

Vergleich von Z-Learning und Q-Learning auf diskreten Markov Decision Problems [28]

Froese, V.

2010 TU Berlin

Link to publication [29] Download Bibtex entry [30]

Analyse von Steroiddaten mit Methoden des überwachten und unüberwachten Lernens [31]

Üretmen, S.

2010 TU Berlin

Link to publication [32] Download Bibtex entry [33]

Bayes'sche Inferenz in dynamischen Systemen mit Gaußprozessen [34]

Uhlich, M.

2010 TU Berlin

Link to publication [35] Download Bibtex entry [36]

Parameter Estimation for Stochastic Reaction Processes using Sequential Monte Carlo Methods [37]

Batz, P.

2010 HU Berlin

Link to publication [38] Download Bibtex entry [39]

2009

Improving on Expectation Propagation [40]

Opper, M., Paquet, U. and Winther, O.

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

Download Bibtex entry [41]

Approximate inference for stochastic reaction processes [42]

Ruttor, A., Sanguinetti, G. and Opper, M.

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

Link to publication [43] Download Bibtex entry [44]

Efficient Statistical Inference for Stochastic Reaction Processes [45]

Ruttor, A. and Opper, M.

Phys. Rev. Lett., 230601. 2009

Link to publication [46] Download Bibtex entry [47]

Switching Regulatory Models of Cellular Stress Response [48]

Sanguinetti, G., Ruttor, A., Opper, M. and Archambeau, C.

Bioinformatics, 1280-1286. 2009

Link to publication [49] Download Bibtex entry [50]

Lösung eines Kontrollproblems mittels Gaußscher Prozesse [51]

Bronstein, L.

2009 TU Berlin

Link to publication [52] Download Bibtex entry [53]

Diffusion Approximation for Bayesian Inference on Chemical Reaction Systems [54]

Stimberg, F.

2009

Link to publication [55] Download Bibtex entry [56]

Switching Regulatory Models of Cellular Stress Response [57]

Sanguinetti, G., Ruttor, A., Opper, M. and Archambeau, C.

Bioinformatics 2009

Download Bibtex entry [58]

The Variational Gaussian Approximation Revisited [59]

Archambeau, C. and Opper, M.

Neural Computation, 786-92. 2009

Download Bibtex entry [60]

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