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most citedPriori Error Estimate of Deep Mixed Residual Method for Elliptic PDEs

4 citations · 8 across the 5 of their papers we have counts for

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cs.LG2021★ 2 cited

Generalization Error Analysis of Neural networks with Gradient Based Regularization

Lingfeng Li, Xue-Cheng Tai, Jiang Yang

We study gradient-based regularization methods for neural networks. We mainly focus on two regularization methods: the total variation and the Tikhonov regularization. Applying the…