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    Pruning Deep Neural Networks with Net-Trim: Deep Learning and Compressed Sensing Meet 

    Aghasi, Alireza (2018-03-14)
    We introduce and analyze a new technique for model reduction in deep neural networks. Our algorithm prunes (sparsifies) a trained network layer-wise, removing connections at each layer by addressing a convex problem. We ...

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    Aghasi, Alireza (1)
    SubjectCompressed sensing (1)Deep learning (1)Pruning neural networks (1)... View MoreDate Issued2018 (1)Has File(s)Yes (1)
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