1 citations · 1 across the 1 of their papers we have counts for
3 papers
Latent Space Modelling of Hypergraph Data
Kathryn Turnbull, Simón Lunagómez, Christopher Nemeth +1
The increasing prevalence of relational data describing interactions among a target population has motivated a wide literature on statistical network analysis. In many applications…
Modeling Network Populations via Graph Distances
Simón Lunagómez, Sofia C. Olhede, Patrick J. Wolfe
This article introduces a new class of models for multiple networks. The core idea is to parametrize a distribution on labelled graphs in terms of a Fréchet mean graph (which depen…
Geometric Representations of Random Hypergraphs
Simón Lunagómez, Sayan Mukherjee, Robert L. Wolpert +1
A parametrization of hypergraphs based on the geometry of points in is developed. Informative prior distributions on hypergraphs are induced through this parametriza…