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cs.LG2021
The effects of regularisation on RNN models for time series forecasting: Covid-19 as an example
Marcus Carpenter, Chunbo Luo, Xiao-Si Wang
Many research papers that propose models to predict the course of the COVID-19 pandemic either use handcrafted statistical models or large neural networks. Even though large neural…
cs.LG2020
Fractional order graph neural network
Zijian Liu, Chunbo Luo, Shuai Li +2
This paper proposes fractional order graph neural networks (FGNNs), optimized by the approximation strategy to address the challenges of local optimum of classic and fractional gra…