Emergence of Compositional Representations in Restricted Boltzmann Machines

Jérôme Tubiana, Rémi Monasson

Extracting automatically the complex set of features composing real high-dimensional data is crucial for achieving high performance in machine--learning tasks. Restricted Boltzmann…