The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks

Neural Information Processing Systems 

We consider the map equation, a popular information-theoretic objective function for unsupervised community detection, and express it in differentiable tensor form for optimisation through gradient descent.

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