TR2018-206
Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning
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- "Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning", arXiv, March 2018.BibTeX arXiv
- @article{Zhang2018mar,
- author = {Zhang, Ziming and Xu, Wenju and Sullivan, Alan},
- title = {Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning},
- journal = {arXiv},
- year = 2018,
- month = mar,
- url = {https://arxiv.org/abs/1903.00760}
- }
,
- "Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning", arXiv, March 2018.
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Research Areas:
Abstract:
In this paper we study the problem of convergence and generalization error bound of stochastic momentum for deep learning from the perspective of regularization.