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Approximating probability of success of Bernoulli trials using Kullback–Leibler divergence

In "Probabilistic Graphical Models" book by Daphne Koller and Nir Friedman they have the following approximation of probability of r successful outcomes of N Bernoulli trials: $P(S_N=r)\approx ...