Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors

Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors

Item #:: 079017-1516
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DOI: https://doi.org/10.52202/079017-1516
Author(s): Jiashi Gao, Ziwei Wang, Xuetao Wei, Xin Yao, Xiangyu Zhao
Pages: 47849-47875 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-1516
Author(s): Jiashi Gao, Ziwei Wang, Xuetao Wei, Xin Yao, Xiangyu Zhao
Pages: 47849-47875 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)