40 citations · 44 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2021★ 40 cited
Supervised and unsupervised learning of directed percolation
Jianmin Shen, Wei Li, Shengfeng Deng +1
Machine learning (ML) has been well applied to studying equilibrium phase transition models, by accurately predicating critical thresholds and some critical exponents. Difficulty w…
cs.LG2020★ 4 cited
kDecay: Just adding k-decay items on Learning-Rate Schedule to improve Neural Networks
Tao Zhang, Wei Li
Recent work has shown that optimizing the Learning Rate (LR) schedule can be a very accurate and efficient way to train deep neural networks. We observe that the rate of change (RO…