Learning Trajectories are Generalization Indicators

This paper explores the connection between learning trajectories of Deep Neural Networks (DNNs) and their generalization capabilities when optimized using stochastic gradient descent algorithms.

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Jingwen Fu, Zhizheng Zhang, Dacheng Yin, Yan Lu, Nanning Zheng (2024). Dataset: Learning Trajectories are Generalization Indicators. https://doi.org/10.57702/hlrs3l6c

DOI retrieved: December 16, 2024

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2304.12579
Author Jingwen Fu
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Zhizheng Zhang
Dacheng Yin
Yan Lu
Nanning Zheng