most citedButterfly resampling: asymptotics for particle filters with constrained interactions

6 citations · 13 across the 4 of their papers we have counts for

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stat.CO2014★ 3 cited

Forest resampling for distributed sequential Monte Carlo

Anthony Lee, Nick Whiteley

This paper brings explicit considerations of distributed computing architectures and data structures into the rigorous design of Sequential Monte Carlo (SMC) methods. A theoretical…

stat.CO2012★ 4 cited

Approximate Bayesian Computation for Smoothing

James S. Martin, Ajay Jasra, Sumeetpal S. Singh +2

We consider a method for approximate inference in hidden Markov models (HMMs). The method circumvents the need to evaluate conditional densities of observations given the hidden st…