xie-lab-ml / deep-learning-dynamics-paper-list

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

Date Created 2022-06-22 (2 years ago)

Commits 38 (last one about a year ago)

Stargazers 271 (0 this week)

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optimization deep-learning gradient-descent machine-learning

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updated: 2025-04-08 @ 02:31pm, id: 506291233 / R_kgDOHi1kIQ