Schäfer, Christian; Chopin, Nicolas - Université Paris-Dauphine (Paris IX) - 2013
A Monte Carlo algorithm is said to be adaptive if it automatically calibrates its current proposal distribution using past simulations. The choice of the parametric family that defines the set of proposal distributions is critical for a good performance. In this paper, we present such a...