Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering

ICML 2018 Pan LiOlgica Milenkovic

We introduce submodular hypergraphs, a family of hypergraphs that have different submodular weights associated with different cuts of hyperedges. Submodular hypergraphs arise in clustering applications in which higher-order structures carry relevant information... (read more)

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