Particle MCMC With Poisson Resampling: Parallelization and Continuous Time Models
Work
Year: 2020
Type: article
Abstract: We introduce a new version of particle filter in which the number of "children" of a particle at a given time has a Poisson distribution. As a result, the number of particles is random and varies with... more
Institutions University of Warsaw, Nicolaus Copernicus University
Cites: 23
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Related to: 10
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Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green