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2010

Learning combinatorial transcriptional dynamics from gene expression data

Opper, M. and Sanguinetti, G.

Bioinformatics. Oxford Journals, 1623-1629. 2010

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Regret Bounds for Gaussian Process Bandit Problems

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

JMLR Workshop and Conference Proceedings, 273-280. 2010

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2009

Improving on Expectation Propagation

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

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

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Approximate inference for stochastic reaction processes

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

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

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Switching Regulatory Models of Cellular Stress Response

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

Bioinformatics, 1280-1286. 2009

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Switching Regulatory Models of Cellular Stress Response

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

Bioinformatics 2009

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The Variational Gaussian Approximation Revisited

Archambeau, C. and Opper, M.

Neural Computation, 786-92. 2009

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