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Collaborating Authors

 Herschkowitz, Didier


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

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


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

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