281 citations · 865 across the 46 of their papers we have counts for
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math.ST2016
On Concentration Properties of Partially Observed Chaotic Systems
Daniel Paulin, Ajay Jasra, Dan Crisan +1
This article presents results on the concentration properties of the smoothing and filtering distributions of some partially observed chaotic dynamical systems. We show that, rathe…
stat.CO2016★ 136 cited
Geometric MCMC for Infinite-Dimensional Inverse Problems
Alexandros Beskos, Mark Girolami, Shiwei Lan +2
Bayesian inverse problems often involve sampling posterior distributions on infinite-dimensional function spaces. Traditional Markov chain Monte Carlo (MCMC) algorithms are charact…