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Asynchrony begets Momentum, with an Application to Deep Learning

Abstract page for arXiv paper 1605.09774: Asynchrony begets Momentum, with an Application to Deep Learning



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Asynchrony begets Momentum, with an Application to Deep Learning

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Abstract page for arXiv paper 1605.09774: Asynchrony begets Momentum, with an Application to Deep Learning



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Asynchrony begets Momentum, with an Application to Deep Learning

Abstract page for arXiv paper 1605.09774: Asynchrony begets Momentum, with an Application to Deep Learning

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      Asynchronous methods are widely used in deep learning, but have limited theoretical justification when applied to non-convex problems. We show that running stochastic gradient descent (SGD) in an...
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