2 papers
cs.SI2024
Real-World Networks are Low-Dimensional: Theoretical and Practical Assessment
Tobias Friedrich, Andreas Göbel, Maximilian Katzmann +1
Detecting the dimensionality of graphs is a central topic in machine learning. While the problem has been tackled empirically as well as theoretically, existing methods have severa…
cs.DM2024
Cliques in High-Dimensional Geometric Inhomogeneous Random Graphs
Tobias Friedrich, Andreas Göbel, Maximilian Katzmann +1
A recent trend in the context of graph theory is to bring theoretical analyses closer to empirical observations, by focusing the studies on random graph models that are used to rep…