4th International Workshop on Machine Learning in Systems Biology (MLSB), Edinburgh 2010

A note on Inference for reaction kinetics with monomolecular reactions

author: Manfred Opper, Department of Artificial Intelligence, TU Berlin
published: Nov. 8, 2010, recorded: October 2010, views: 3272

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Description

We develop a variational lower bound to the free energy for stochastic reaction models with monomolecular reactions which can be used for approximate inference. This bound is based on simpler partition function which can be evaluated efficiently.

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