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06/11/2020
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period
Distributed parallel stochastic gradient descent algorithms are workhors...
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12/30/2019
Variance Reduced Local SGD with Lower Communication Complexity
To accelerate the training of machine learning models, distributed stoch...
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06/28/2019
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent
With the increase in the amount of data and the expansion of model scale...
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11/15/2018
Asynchronous Stochastic Composition Optimization with Variance Reduction
Composition optimization has drawn a lot of attention in a wide variety ...
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10/07/2018