On the diffusion approximation of nonconvex stochastic gradient descent

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On the diffusion approximation of nonconvex stochastic gradient descent

22 May 2017

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Papers citing "On the diffusion approximation of nonconvex stochastic gradient descent"

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Title
Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient Fengli Gao Huicai Zhong ODL 30 10 0 16 Dec 2020
Fluctuation-dissipation relations for stochastic gradient descent Sho Yaida 113 75 0 28 Sep 2018
A Walk with SGD Chen Xing Devansh Arpit Christos Tsirigotis Yoshua Bengio 96 119 0 24 Feb 2018
Three Factors Influencing Minima in SGD Stanislaw Jastrzebski Zachary Kenton Devansh Arpit Nicolas Ballas Asja Fischer Yoshua Bengio Amos Storkey 85 463 0 13 Nov 2017
Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks Pratik Chaudhari Stefano Soatto MLT 101 304 0 30 Oct 2017
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints Wenlong Mou Liwei Wang Xiyu Zhai Kai Zheng MLT 64 159 0 19 Jul 2017