Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation

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 computational cost of simulation is even mod...

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מידע ביבליוגרפי
Main Authors: Prescott, T, Warne, D, Baker, R
פורמט: Journal article
שפה:English
יצא לאור: Elsevier 2023