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20232026
most citedDeciphering and integrating invariants for neural operator learning with various physical mechanisms

8 citations · 9 across the 7 of their papers we have counts for

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cs.LG2024

On the Convergence of Adam under Non-uniform Smoothness: Separability from SGDM and Beyond

Bohan Wang, Huishuai Zhang, Qi Meng +3

This paper aims to clearly distinguish between Stochastic Gradient Descent with Momentum (SGDM) and Adam in terms of their convergence rates. We demonstrate that Adam achieves a fa…