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most citedMultiple change-point detection for Poisson point processes

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math.ST2026

Who Drives the System? Classifying Mean-Field Particle Systems from Trajectory Data

Christophe Denis, Charlotte Dion-Blanc, Yating Liu

We study the supervised classification problem for interacting particle systems (IPS) from trajectory observations. The IPS belongs to one of K classes, each characterized by a dis…