Add a reference paper for Adagrad (#3473)
Add a reference paper for Adagrad
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@ -229,6 +229,9 @@ class Adagrad(Optimizer):
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# Arguments
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lr: float >= 0. Learning rate.
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epsilon: float >= 0.
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# References
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- [Adaptive Subgradient Methods for Online Learning and Stochastic Optimization](http://www.jmlr.org/papers/volume12/duchi11a/duchi11a.pdf)
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'''
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def __init__(self, lr=0.01, epsilon=1e-8, **kwargs):
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super(Adagrad, self).__init__(**kwargs)
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