A Lovasz-Simonovits Theorem for Hypergraphs with Application to Local Clustering
Summary: Extends Lovasz-Simonovits theory to hypergraphs with an averaging diffusion operator, tying diffusion rate to conductance. Proposes APPRH and A-HyperCut via Forward Push, enabling faster clustering on large hypergraphs with stronger conductance guarantees. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Raj Kamal
- 2. Amitabha Bagchi
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| 486 | Fast Incremental and Personalized PageRank | 2011 | VLDB | 0.00022068545 |
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