Fangyu Zou

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Efficiently Computable

Theoretical Developments

Asymptotic Stability

Top Venues

J. Mach. Learn. Res.

Publications

Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. J. Mach. Learn. Res. 23 (2022)
Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. CoRR (2021)
Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu
A Sufficient Condition for Convergences of Adam and RMSProp. CVPR (2019)
Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu
A Sufficient Condition for Convergences of Adam and RMSProp. CoRR (2018)
Fangyu Zou, Li Shen
On the Convergence of AdaGrad with Momentum for Training Deep Neural Networks. CoRR (2018)