Unsupervised and Supervised Clustering: The Mutual Information between Parameters and Observations

Herschkowitz, Didier, Nadal, Jean-Pierre

Neural Information Processing Systems 

Recent works in parameter estimation and neural coding have demonstrated that optimal performance are related to the mutual information between parameters and data. We consider the mutual information in the case where the dependency in the parameter (a vector 8) of the conditional p.d.f. of each observation (a vector

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