3 papers
cs.SI2025
Networks Multiscale Entropy Analysis
Sebastián Brzovic, Cristóbal Rojas, Andrés Abeliuk
Understanding the structural complexity and predictability of complex networks is a central challenge in network science. Although recent studies have revealed a relationship betwe…
cs.LG2025
Three iterations of -WL test distinguish non isometric clouds of -dimensional points
Valentino Delle Rose, Alexander Kozachinskiy, Cristóbal Rojas +2
The Weisfeiler--Lehman (WL) test is a fundamental iterative algorithm for checking isomorphism of graphs. It has also been observed that it underlies the design of several graph ne…
math.DS2024
On the algorithmic descriptive complexity of attractors in topological dynamics
Cristobal Rojas, Mathieu Sablik
We study the computational problem of rigorously describing the asymptotic behaviour of topological dynamical systems up to a finite but arbitrarily small pre-specified error. More…