Giancarlo Fissore

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The restricted Boltzmann machine, an important tool used in machine learning in particular for unsupervized learning tasks, is investigated from the perspective of its spectral properties. Based on empirical observations, we propose a generic statistical ensemble for the weight matrix of the RBM and characterize its mean evolution, with respect to common(More)
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