61 citations · 99 across the 9 of their papers we have counts for
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3 papers · 1 filter
stat.CO2015★ 21 cited
An Introduction to Twisted Particle Filters and Parameter Estimation in Non-linear State-space Models
Juha Ala-Luhtala, Nick Whiteley, Kari Heine +1
Twisted particle filters are a class of sequential Monte Carlo methods recently introduced by Whiteley and Lee to improve the efficiency of marginal likelihood estimation in state-…
stat.ME2015
Fluctuations, stability and instability of a distributed particle filter with local exchange
Kari Heine, Nick Whiteley
We study a distributed particle filter proposed by Bolić et al.~(2005). This algorithm involves groups of particles, with interaction between groups occurring through a "lo…
stat.CO2015
Bayesian Inference for Duplication-Mutation with Complementarity Network Models
Ajay Jasra, Adam Persing, Alexandros Beskos +2
We observe an undirected graph without multiple edges and self-loops, which is to represent a protein-protein interaction (PPI) network. We assume that evolved under the du…