Bayesian nonparametrics for sparse dynamic networks

In this paper we propose a Bayesian nonparametric approach to modelling sparse time-varying networks. A positive parameter is associated to each node of a network, which models the sociability of that node. Sociabilities are assumed to evolve over time, and are modelled via a dynamic point process m...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Naik, C, Caron, F, Rousseau, J, Teh, YW, Palla, K
Формат: Conference item
Хэл сонгох:English
Хэвлэсэн: Springer Nature 2023