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20122026
most citedOn the Convergence of Local Descent Methods in Federated Learning

170 citations · 341 across the 11 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.IT2018★ 13 cited

Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver

Farzin Haddadpour, Yaoqing Yang, Malhar Chaudhari +2

We propose a novel distributed iterative linear inverse solver method. Our method, PolyLin, has significantly lower communication cost, both in terms of number of rounds as well as…

cs.IT2018

On the Optimal Recovery Threshold of Coded Matrix Multiplication

Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour +3

We provide novel coded computation strategies for distributed matrix-matrix products that outperform the recent "Polynomial code" constructions in recovery threshold, i.e., the req…