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A Massively Parallel SMC Sampler for Decision Trees

Authors: Efthyvoulos Drousiotis,Alessandro Varsi,Alexander M. Phillips,Simon Maskell,Paul G. Spirakis
Publisher: MDPI AG
Publish date: 2025-1-2
ISSN: 1999-4893 DOI: 10.3390/a18010014
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In Table 1 and Figure 4, the runtime comparisons between SMC and MCMC methods do not explicitly address potential differences in hardware utilization efficiency across shared and distributed memory architectures. Could the authors clarify whether variations in cache coherence, memory contention, or inter-node communication latency were accounted for during the runtime measurements? 
 
 

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