Reformulation of RBM to Unify Linear and Nonlinear Dimensionality Reduction
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A restricted Boltzmann machine (RBM) is a two-layer neural network with shared weights and has been extensively studied for dimensionality reduction, data representation, and recommendation systems in the literature. The traditional RBM requires a probabilisti... ...
