Robert, Christian P.; Mira, Antonietta; Marin, Jean-Michel - Université Paris-Dauphine (Paris IX) - 2012
. The Adaptive Multiple Importance Sampling algorithm is aimed at an optimal recycling of past simulations in an iterated importance sampling (IS) scheme. The difference with earlier adaptive IS implementations like Population Monte Carlo is that the importance weights of all simulated values,...