Learning Mixtures of Graphs from Epidemic Cascades

Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis

Abstract: We consider the problem of learning the weighted edges of a balanced mixture of two undirected graphs from epidemic cascades. While mixture models are popular modeling tools, algorithmic developmen...