Learning Diffusion using Hyperparameters

Dimitris Kalimeris, Yaron Singer, Karthik Subbian, Udi Weinsberg

Abstract: In this paper we advocate for a hyperparametric approach to learn diffusion in the independent cascade (IC) model. The sample complexity of this model is a function of the number of edges in the ne...