Preprints

• Generalisation and benign over-fitting for linear regression onto random functional covariates (2025) [pdf] 

Andy Jones, Nick Whiteley

• The multilayer random dot product graph (2020) [pdf]

Andrew Jones, Patrick Rubin-Delanchy

Published Works

• Attributed dynamic network embedding with stability guarantees (2025) [pdf]

Emma Ceccherini, Ian Gallagher, Andrew Jones, Daniel Lawson

Uncertainty in Artificial Intelligence (UAI)

• Spectral embedding of weighted graphs (2023) [pdf]

Ian Gallagher, Andrew Jones, Anna Bertiger, Carey Priebe, Patrick Rubin-Delanchy

Journal of the American Statistical Association (JASA)

• Spectral embedding for dynamic networks with stability guarantees (2021) [pdf]

Ian Gallagher, Andrew Jones, Patrick Rubin-Delanchy
Advances in Neural Information Processing Systems (NeurIPS)