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Fangyu Zou

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Journal Articles

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2022
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  - journals/jmlr/Chen0Z022
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Congliang Chen, Li Shen, Fangyu Zou, Wei Liu:
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. J. Mach. Learn. Res. 23: 229:1-229:47 (2022)

Conference and Workshop Papers

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2019
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  - conf/cvpr/ZouSJZL19
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Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu:
A Sufficient Condition for Convergences of Adam and RMSProp. CVPR 2019: 11127-11135

Informal and Other Publications

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2021
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  - journals/corr/abs-2101-05471
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Congliang Chen, Li Shen, Fangyu Zou, Wei Liu:
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. CoRR abs/2101.05471 (2021)
2018
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  - journals/corr/abs-1808-03408
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Fangyu Zou, Li Shen:
On the Convergence of AdaGrad with Momentum for Training Deep Neural Networks. CoRR abs/1808.03408 (2018)
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  - journals/corr/abs-1811-09358
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Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu:
A Sufficient Condition for Convergences of Adam and RMSProp. CoRR abs/1811.09358 (2018)

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