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Researcher profile

Farzin Haddadpour

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Cross-Iteration Coded Computing

    2018

    We introduce the idea of cross-iteration coded computing, an approach to reducing communication costs for a large class of distributed iterative algorithms involving linear operations, including gradient descent and accelerated gradient descent for quadratic loss …

  2. FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching

    2020 · arXiv (Cornell University)

    Communication complexity and privacy are the two key challenges in Federated Learning where the goal is to perform a distributed learning through a large volume of devices. In this work, we introduce FedSKETCH and FedSKETCHGATE …