11 citations · 45 across the 13 of their papers we have counts for
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cs.CR2023★ 1 cited
Near-optimal Differentially Private Client Selection in Federated Settings
Syed Eqbal Alam, Dhirendra Shukla, Shrisha Rao
We develop an iterative differentially private algorithm for client selection in federated settings. We consider a federated network wherein clients coordinate with a central serve…
cs.MA2023★ 2 cited
A Communication-efficient Local Differentially Private Algorithm in Federated Optimization
Syed Eqbal Alam, Dhirendra Shukla, Shrisha Rao
Federated optimization, wherein several agents in a network collaborate with a central server to achieve optimal social cost over the network with no requirement for exchanging inf…