Entropy flow on weighted graphs provides a rigorous, convergent framework for evolving distributions on graphs and achieves community detection accuracy comparable to Ricci flow at a small fraction of the computational cost.
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An Efficient Entropy Flow on Weighted Graphs: Theory and Applications
Entropy flow on weighted graphs provides a rigorous, convergent framework for evolving distributions on graphs and achieves community detection accuracy comparable to Ricci flow at a small fraction of the computational cost.