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Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models

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We propose a novel blocked version of the continuous-time bouncy particle sampler of Bouchard-Côté et al. (J Am Stat Assoc 113(522):855-867, 2018) which is applicable to any differentiable probability density. This alternative implementation is motivated by ... ...