11 citations · 11 across the 4 of their papers we have counts for
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cs.IT2020
Analog Lagrange Coded Computing
Mahdi Soleymani, Hessam Mahdavifar, A. Salman Avestimehr
A distributed computing scenario is considered, where the computational power of a set of worker nodes is used to perform a certain computation task over a dataset that is disperse…
cs.LG2020★ 11 cited
Privacy-Preserving Distributed Learning in the Analog Domain
Mahdi Soleymani, Hessam Mahdavifar, A. Salman Avestimehr
We consider the critical problem of distributed learning over data while keeping it private from the computational servers. The state-of-the-art approaches to this problem rely on…