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02/20/2017
Hemingway: Modeling Distributed Optimization Algorithms
Distributed optimization algorithms are widely used in many industrial m...
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05/31/2016
CYCLADES: Conflict-free Asynchronous Machine Learning
We present CYCLADES, a general framework for parallelizing stochastic op...
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04/04/2016
Revisiting Distributed Synchronous SGD
Distributed training of deep learning models on large-scale training dat...
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07/30/2013