Pruning untrained neural networks: Principles and Analysis

Overparameterized Neural Networks (NN) display state-of-the art performance. However, there is a growing need for smaller, energy-efficient, neural networks to be able to use machine learning applications on devices with limited computational resources... (read more)

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