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03/11/2020
Uncovering the Data-Related Limits of Human Reasoning Research: An Analysis based on Recommender Systems
Understanding the fundamentals of human reasoning is central to the deve...
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12/19/2018
Training Deep Neural Networks with 8-bit Floating Point Numbers
The state-of-the-art hardware platforms for training Deep Neural Network...
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12/07/2017
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training
Highly distributed training of Deep Neural Networks (DNNs) on future com...
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06/21/2017