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I-Hsiang Wang

2 accepted papers

2018

Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms

AISTATS 2018poster

In this paper, community detection in hypergraphs is explored. Under a generative hypergraph model called "d-wise hypergraph stochastic block model" (d-hSBM) which naturally extends the Stochastic Block Model (SBM) from graphs to d-uniform hypergraphs, the fundamental limit on the asymptotic minimax…

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