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11/04/2019
Learning to Fix Build Errors with Graph2Diff Neural Networks
Professional software developers spend a significant amount of time fixi...
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06/08/2019
Reducing the variance in online optimization by transporting past gradients
Most stochastic optimization methods use gradients once before discardin...
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03/07/2019
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
Few-shot classification refers to learning a classifier for new classes ...
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02/06/2019
Negative eigenvalues of the Hessian in deep neural networks
The loss function of deep networks is known to be non-convex but the pre...
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05/09/2016