Learning Mixtures of Graphs from Epidemic Cascades

ICML, pp. 4342-4352, 2020.

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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 development with rigorous guarantees has lagged. Graph mixtures are apparently no exception: until now, very little is known about whether this problem i...More

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