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arxiv: 1311.3144 · v3 · pith:HHIIZA5Nnew · submitted 2013-11-13 · 💻 cs.DS · cs.DC· math.CO

Recent Advances in Graph Partitioning

classification 💻 cs.DS cs.DCmath.CO
keywords graphpartitioningrecentadvancesalgorithmsapplicationsbalanceddirections
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We survey recent trends in practical algorithms for balanced graph partitioning together with applications and future research directions.

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  1. Restoring Sparsity in Potts Machines via Mean-Field Constraints

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    Mean-field constraints restore sparsity in Potts machines by replacing dense pairwise constraint couplings with dynamically updated single-node biases, achieving comparable partitioning quality with reduced density an...