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Chisme: Heterogeneity-Aware Gossip Learning
异构场景下分布式学习的新方案，把节点差异化为加速信号，值得关注。
arXiv:2505.09854v3 Announce Type: replace Abstract: As end-user device capability increases and demand for intelligent services at the Internet's edge…
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Federated Imputation under Heterogeneous Feature Spaces
联邦学习遇到特征空间异构的难题？这篇论文提出新方法，解决传统FedAvg在客户特征子集重叠少时信息传递差的问题。
arXiv:2605.16099v1 Announce Type: cross Abstract: Federated Learning (FL) enables collaborative training across decentralized clients, but most method…