Convergence of the RMSProp deep learning method with penalty for nonconvex optimization

Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic. Convergence of the RMSProp deep learning method with penalty for nonconvex optimization. Neural Networks, 139:17-23, 2021. [doi]

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