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20172024
most citedCoded Computing for Low-Latency Federated Learning over Wireless Edge Networks

99 citations · 260 across the 15 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.CR2023

All Rivers Run to the Sea: Private Learning with Asymmetric Flows

Yue Niu, Ramy E. Ali, Saurav Prakash +1

Data privacy is of great concern in cloud machine-learning service platforms, when sensitive data are exposed to service providers. While private computing environments (e.g., secu…

cs.LG2023★ 2 cited

Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls

Saurav Prakash, Jin Sima, Chao Pan +2

Hierarchical and tree-like data sets arise in many applications, including language processing, graph data mining, phylogeny and genomics. It is known that tree-like data cannot be…