12 citations · 17 across the 2 of their papers we have counts for
5 papers
Non-backtracking Spectrum: Unitary Eigenvalues and Diagonalizability
Leo Torres
Much effort has been spent on characterizing the spectrum of the non-backtracking matrix of certain classes of graphs, with special emphasis on the leading eigenvalue or the second…
The why, how, and when of representations for complex systems
Leo Torres, Ann S. Blevins, Danielle S. Bassett +1
Complex systems thinking is applied to a wide variety of domains, from neuroscience to computer science and economics. The wide variety of implementations has resulted in two key c…
Node Immunization with Non-backtracking Eigenvalues
Leo Torres, Kevin S. Chan, Hanghang Tong +1
The non-backtracking matrix and its eigenvalues have many applications in network science and graph mining, such as node and edge centrality, community detection, length spectrum t…
GLEE: Geometric Laplacian Eigenmap Embedding
Leo Torres, Kevin S Chan, Tina Eliassi-Rad
Graph embedding seeks to build a low-dimensional representation of a graph G. This low-dimensional representation is then used for various downstream tasks. One popular approach is…
Graph Distance from the Topological View of Non-backtracking Cycles
Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad
Whether comparing networks to each other or to random expectation, measuring dissimilarity is essential to understanding the complex phenomena under study. However, determining the…