Fast Convex Pruning of Deep Neural Networks

17 Jun 2018Alireza AghasiAfshin AbdiJustin Romberg

We develop a fast, tractable technique called Net-Trim for simplifying a trained neural network. The method is a convex post-processing module, which prunes (sparsifies) a trained network layer by layer, while preserving the internal responses... (read more)

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