Uncovering Locally Low-dimensional Structure in Networks by Locally Optimal Spectral Embedding

Hannah Sansford, Nick Whiteley, Patrick Rubin-Delanchy

Standard Adjacency Spectral Embedding (ASE) relies on a global low-rank assumption often incompatible with the sparse, transitive structure of real-world networks, causing local ge…