104 citations · 104 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Finding Hamiltonian cycles with graph neural networks
Filip Bosnić, Mile Šikić
We train a small message-passing graph neural network to predict Hamiltonian cycles on Erdős-Rényi random graphs in a critical regime. It outperforms existing hand-crafted heuristi…
cs.SI2014★ 104 cited
Identification of Patient Zero in Static and Temporal Networks - Robustness and Limitations
Nino Antulov-Fantulin, Alen Lancic, Tomislav Smuc +2
Detection of patient-zero can give new insights to the epidemiologists about the nature of first transmissions into a population. In this paper, we study the statistical inference…