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Approximating stationary distributions of fast mixing Glauber dynamics, with applications to exponential random graphs

Approximating stationary distributions of fast mixing Glauber dynamics, with applications to exponential random graphs

We provide a general bound on the Wasserstein distance between two arbitrary distributions of sequences of Bernoulli random variables. The bound is in terms of a mixing quantity for the Glauber dynamics of one of the sequences, and a simple expectation of the other. The result is applied to estimate, …