16 citations · 25 across the 8 of their papers we have counts for
Showing 2022 · cs.LGShow all
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cs.LG2022★ 2 cited
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations
Wuzhe Xu, Yulong Lu, Li Wang
Deep operator network (DeepONet) has demonstrated great success in various learning tasks, including learning solution operators of partial differential equations. In particular, i…
cs.LG2022★ 1 cited
The Implicit Regularization of Momentum Gradient Descent with Early Stopping
Li Wang, Yingcong Zhou, Zhiguo Fu
The study on the implicit regularization induced by gradient-based optimization is a longstanding pursuit. In the present paper, we characterize the implicit regularization of mome…