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Communication Efficient Sparsification for Large Scale Machine Learning

Mar 13, 2020
Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson

* 15 pages, 5 figures, 1 table 

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The Convergence of Sparsified Gradient Methods

Sep 27, 2018
Dan Alistarh, Torsten Hoefler, Mikael Johansson, Sarit Khirirat, Nikola Konstantinov, Cédric Renggli

* NIPS 2018 - Advances in Neural Information Processing Systems; Authors in alphabetic order 

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Distributed learning with compressed gradients

Jun 18, 2018
Sarit Khirirat, Hamid Reza Feyzmahdavian, Mikael Johansson

* 29 pages, 4 figures, 2 tables 

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