Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound

June 09, 2019 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Zhao Song, Xin Yang arXiv ID 1906.03593 Category cs.LG: Machine Learning Cross-listed cs.AI, stat.ML Citations 96 Venue arXiv.org Last Checked 4 months ago
Abstract
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.
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