Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound

2019-06-09Unverified0· sign in to hype

Zhao Song, Xin Yang

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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.

Tasks

Deep Learning Learning Theory

Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound

Abstract

Tasks

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