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We analyze the learning process of the restricted Boltzmann machine (RBM), a certain type of generative models used in the context of unsupervised learning. In a first step, we investigate the… (More)
The Restricted Boltzmann Machine (RBM), an important tool used in machine learning in particular for unsupervized learning tasks, is investigated from the perspective of its spectral properties.… (More)