Fortunately, our model has only a limited set of possible visible values, which allows us to use a better approximation by taking the derivative of equation 5: 1 In cases where computing the partition function is still not feasible (for instance, because of a large vocabulary), sampling methods could be used.
we did not find this to be necessary.