activity
20182026
most citedModelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data

12 citations · 36 across the 10 of their papers we have counts for

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math.ST2026

Posterior concentration in spatio-temporal Hawkes processes

Xenia Miscouridou, Deborah Sulem

We develop a Bayesian nonparametric framework for inference in spatio-temporal Hawkes processes, extending existing theoretical results beyond the purely temporal setting. Our fram…

math.ST2019★ 6 cited

A unified construction for series representations and finite approximations of completely random measures

Juho Lee, Xenia Miscouridou, François Caron

Infinite-activity completely random measures (CRMs) have become important building blocks of complex Bayesian nonparametric models. They have been successfully used in various appl…