2 papers
cs.SI2026
Assortativity and the Distribution of Spectral Gaps in Directed Networks
Sreerag Puravankara, Vipin P. Veetil
This paper studies how the distribution of spectral gaps of a weighted directed network varies with its assortativity. We prove that the sum of the distances of each of the eigenva…
cs.SI2026
When Is Degree Enough? Bounds on Degree-Eigenvector Misalignment in Assortative Structured Networks
Sreerag Puravankara, Vipin P. Veetil
A tight alignment between the degree vector and the leading eigenvector arises naturally in networks with neutral degree mixing and the absence of local structures. Many real-world…