Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation
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Likelihood-free Bayesian inference algorithms are popular methods for inferring the parameters of complex stochastic models with intractable likelihoods. These algorithms characteristically rely heavily on repeated model simulations. However, whenever the comp... ...