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2026 1

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Social learning community detection with nonlinear interaction

cs.SI · 2026-05-29 · unverdicted · novelty 6.0

Decentralized community detection arises from nonlinear social learning dynamics that fracture networks along sparsest cuts, with the SER algorithm matching centralized methods like Louvain on ABCD and chimpanzee network benchmarks.

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  • Social learning community detection with nonlinear interaction cs.SI · 2026-05-29 · unverdicted · none · ref 32

    Decentralized community detection arises from nonlinear social learning dynamics that fracture networks along sparsest cuts, with the SER algorithm matching centralized methods like Louvain on ABCD and chimpanzee network benchmarks.