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A note on Inference for reaction kinetics with monomolecular reactions

A note on Inference for reaction kinetics with monomolecular reactions

This video was recorded at 4th International Workshop on Machine Learning in Systems Biology (MLSB), Edinburgh 2010. 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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