AdaGrad

AdaGrad

2019/12/02

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// Overview of different Optimizers for neural networks

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// An Overview on Optimization Algorithms in Deep Learning 2 - Taihong Xiao

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// Deep Learning 最优化方法之AdaGrad - 知乎

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References

# AdaGrad

Duchi, John, Elad Hazan, and Yoram Singer. "Adaptive subgradient methods for online learning and stochastic optimization." Journal of Machine Learning Research 12.Jul (2011): 2121-2159.

http://www.jmlr.org/papers/volume12/duchi11a/duchi11a.pdf 

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Overview of different Optimizers for neural networks
https://medium.com/datadriveninvestor/overview-of-different-optimizers-for-neural-networks-e0ed119440c3

An Overview on Optimization Algorithms in Deep Learning 2 - Taihong Xiao
https://prinsphield.github.io/posts/2016/02/overview_opt_alg_deep_learning2/

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Deep Learning 最优化方法之AdaGrad - 知乎
https://zhuanlan.zhihu.com/p/29920135