Read one of the first theoretical analysis covering optimization, generalization and approximation in deep networks: https://
bit.ly/3VKflW2 The paper proves that sparse deep networks such as CNNs can generalize significantly better than dense networks.
Sparse Deep Networks Generalize Better Than Dense Networks
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