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Congliang Chen, Li Shen 0005, Fangyu Zou, Wei Liu 0005. Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. Journal of Machine Learning Research, 23, 2022. [doi]