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20152025
most citedClosing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks

86 citations · 92 across the 4 of their papers we have counts for

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stat.ML2015★ 3 cited

Statistical Limits of Convex Relaxations

Zhaoran Wang, Quanquan Gu, Han Liu

Many high dimensional sparse learning problems are formulated as nonconvex optimization. A popular approach to solve these nonconvex optimization problems is through convex relaxat…