Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound

06/09/2019

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by   Zhao Song, et al.

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We improve the over-parametrization size over two beautiful results [Li and Liang' 2018] and [Du, Zhai, Poczos and Singh' 2019] in deep learning theory.