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Generalising the Discriminative Restricted Boltzmann Machine

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Figure

Fig. 1: The architecture of an RBM (left) which models the joint distributionp(v), and a DRBM (right) which models the conditional distribution p(y|x).
Table 1: A comparison between the three different variants of the DRBM on the
Table 2: Classification performance of the Binomial DRBM with different valuesof nbins on the MNIST dataset
Table 4: Classification average losses of the Binomial DRBM with different values

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