A statistical interpretation of spectral embedding: the generalised random dot product graph

Patrick Rubin-Delanchy, Joshua Cape, Minh Tang, Carey E Priebe
Paper From BibTeX import
Journal of the Royal Statistical Society Series B: Statistical Methodology 84, pp. 1446–1473, 2022

Notes

We invoke the generalised RDPG interpretation alongside the Sankhya limit theorem in riva2026random to record that per-vertex covariances depend on the edge variance profile, a fact our Fisher information calculations need to align with.

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