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cs.LG2022
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret
Matthew Jones, Huy Lê Nguyen, Thy Nguyen
Recently a multi-agent variant of the classical multi-armed bandit was proposed to tackle fairness issues in online learning. Inspired by a long line of work in social choice and e…
cs.DS2022★ 1 cited
Fair Range k-center
Huy Lê Nguyen, Thy Nguyen, Matthew Jones
We study the problem of fairness in k-centers clustering on data with disjoint demographic groups. Specifically, this work proposes a variant of fairness which restricts each group…