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Trade-offs of Local SGD at Scale: An Empirical Study


Oct 15, 2021
Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari Morcos, Nicolas Ballas

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What is the State of Neural Network Pruning?


Mar 06, 2020
Davis Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John Guttag

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* Published in Proceedings of Machine Learning and Systems 2020 (MLSys 2020) 

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Image segmentation of liver stage malaria infection with spatial uncertainty sampling


Nov 30, 2019
Ava P. Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John Guttag, Sangeeta N. Bhatia

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