Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding

24 May 2018Songze LiSeyed Mohammadreza Mousavi KalanQian YuMahdi SoltanolkotabiA. Salman Avestimehr

We consider the problem of training a least-squares regression model on a large dataset using gradient descent. The computation is carried out on a distributed system consisting of a master node and multiple worker nodes... (read more)

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