39 citations · 175 across the 48 of their papers we have counts for
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cs.LG2017
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus
Navid Azizan-Ruhi, Farshad Lahouti, Salman Avestimehr +1
Solving a large-scale system of linear equations is a key step at the heart of many algorithms in machine learning, scientific computing, and beyond. When the problem dimension is…
cs.IT2017
Improving Distributed Gradient Descent Using Reed-Solomon Codes
Wael Halbawi, Navid Azizan-Ruhi, Fariborz Salehi +1
Today's massively-sized datasets have made it necessary to often perform computations on them in a distributed manner. In principle, a computational task is divided into subtasks w…