624 citations · 2.4k across the 27 of their papers we have counts for
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math.ST2017
Bootstrap estimators for the tail-index and for the count statistics of graphex processes
Zacharie Naulet, Daniel M. Roy, Ekansh Sharma +1
Graphex processes resolve some pathologies in traditional random graph models, notably, providing models that are both projective and allow sparsity. Most of the literature on grap…
math.ST2016
Sampling and Estimation for (Sparse) Exchangeable Graphs
Victor Veitch, Daniel M. Roy
Sparse exchangeable graphs on , and the associated graphex framework for sparse graphs, generalize exchangeable graphs on , and the associated graphon fra…
math.ST2015★ 69 cited
The Class of Random Graphs Arising from Exchangeable Random Measures
Victor Veitch, Daniel M. Roy
We introduce a class of random graphs that we argue meets many of the desiderata one would demand of a model to serve as the foundation for a statistical analysis of real-world net…