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Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations.
Qianxiao Li
Cheng Tai
Weinan E
Published in:
CoRR (2018)
Keyphrases
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mathematical foundations
stochastic gradient
learning algorithm
worst case
machine learning algorithms
machine learning
optical flow
monte carlo
machine learning methods
nearest neighbor classifier