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20162026
most citedFast likelihood-free cosmology with neural density estimators and active learning

219 citations · 348 across the 8 of their papers we have counts for

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math.ST2018

Optimal proposals for Approximate Bayesian Computation

Justin Alsing, Benjamin D. Wandelt, Stephen M. Feeney

We derive the optimal proposal density for Approximate Bayesian Computation (ABC) using Sequential Monte Carlo (SMC) (or Population Monte Carlo, PMC). The criterion for optimality…