Parameter estimation of epidemic spread in two-layer random graphs by classical and machine learning methods

Ágnes Backhausz, Edit Bognár, Villő Csiszár +2

Our main goal in this paper is to quantitatively compare the performance of classical methods to XGBoost and convolutional neural networks in a parameter estimation problem for epi…