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cs.LG2022★ 1 cited
Streaming Submodular Maximization with Differential Privacy
Anamay Chaturvedi, Huy Lê Nguyen, Thy Nguyen
In this work, we study the problem of privately maximizing a submodular function in the streaming setting. Extensive work has been done on privately maximizing submodular functions…
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…