Minimizing a newly defined fairness-modularity is proved to be exactly equivalent to enforcing equal protected-group proportions in every community, and a greedy Fast Newman variant is proposed to optimize it.
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Recovering Fairness Directly from Modularity: a New Way for Fair Community Partitioning
Minimizing a newly defined fairness-modularity is proved to be exactly equivalent to enforcing equal protected-group proportions in every community, and a greedy Fast Newman variant is proposed to optimize it.