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List of Publications

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2010

MCMC for continuous time switching models [21]

Stimberg, F., Ruttor, A. and Opper, M.

NIPS Workshop on Monte Carlo Methods for Modern Applications (December 10, 2010, Whistler, Canada) 2010

Link to publication [22] Download Bibtex entry [23]

Parameter estimation and inference for stochastic reaction-diffusion systems: application to morphogenesis in D. melanogaster [24]

Opper, M., Dewar, M. A., Kadirkamanathan, V. and Sanguinetti, G.

BMC Systems Biology. BMC Systems Biology %, 669 - 676. 2010

Download Bibtex entry [25]

A new variational radial basis function approximation for inference in multivariate diffusions [26]

Opper, M., Vrettas, M. D. and Cornford, D.

Neurocomputing. Elsevier, 1186 - 1198. 2010

Download Bibtex entry [27]

Learning combinatorial transcriptional dynamics from gene expression data [28]

Opper, M. and Sanguinetti, G.

Bioinformatics. Oxford Journals, 1623-1629. 2010

Download Bibtex entry [29]

Regret Bounds for Gaussian Process Bandit Problems [30]

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

JMLR Workshop and Conference Proceedings, 273-280. 2010

Download Bibtex entry [31]

Linear approaches to a stochastic mechanical control problem [32]

Mabrouk, M.

2010 TU Berlin

Link to publication [33] Download Bibtex entry [34]

Vergleich von Z-Learning und Q-Learning auf diskreten Markov Decision Problems [35]

Froese, V.

2010 TU Berlin

Link to publication [36] Download Bibtex entry [37]

Analyse von Steroiddaten mit Methoden des überwachten und unüberwachten Lernens [38]

Üretmen, S.

2010 TU Berlin

Link to publication [39] Download Bibtex entry [40]

Bayes'sche Inferenz in dynamischen Systemen mit Gaußprozessen [41]

Uhlich, M.

2010 TU Berlin

Link to publication [42] Download Bibtex entry [43]

Parameter Estimation for Stochastic Reaction Processes using Sequential Monte Carlo Methods [44]

Batz, P.

2010 HU Berlin

Link to publication [45] Download Bibtex entry [46]

Comparing Markov Chain Monte Carlo Proposal Densities for Diffusion Processes [47]

Stimberg, F.

2010 TU Berlin

Link to publication [48] Download Bibtex entry [49]

2011

Probabilistic and Genetic Attacks on the Key-Exchange Protocol Using Permutation Parity Machines [50]

Seoane, L. F.

2011

Link to publication [51] Download Bibtex entry [52]

Gaussian Processes for Global Optimization [53]

Hjelm, M. and Han, J.-W.

2011

Link to publication [54] Download Bibtex entry [55]

Balancing a pole [56]

Sobierajski, K. and Sikora, P.

2011

Link to publication [57] Download Bibtex entry [58]

Inference Approaches to Optimal Control [59]

Lu, J., Peng, L., Liu, S. and Liu, Y.

2011

Link to publication [60] Download Bibtex entry [61]

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