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most citedConvergence Analysis of Sequential Federated Learning on Heterogeneous Data

4 citations · 4 across the 3 of their papers we have counts for

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cs.LG2023★ 4 cited

Convergence Analysis of Sequential Federated Learning on Heterogeneous Data

Yipeng Li, Xinchen Lyu

There are two categories of methods in Federated Learning (FL) for joint training across multiple clients: (i) parallel FL (PFL), where clients train models in a parallel manner; a…

cs.LG2023

Convergence Analysis of Sequential Split Learning on Heterogeneous Data

Yipeng Li, Xinchen Lyu

Federated Learning (FL) and Split Learning (SL) are two popular paradigms of distributed machine learning. By offloading the computation-intensive portions to the server, SL is pro…