Convergence of Adam for non-convex objectives: relaxed hyperparameters and non-ergodic case.
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| Title: | Convergence of Adam for non-convex objectives: relaxed hyperparameters and non-ergodic case. |
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| Authors: | Liang, Yuqing1, liangyq337@nenu.edu.cn, He, Meixuan1, hemx833@nenu.edu.cn, Liu, Jinlan2, liujinlan@ccsfu.edu.cn, Xu, Dongpo1, xudp100@nenu.edu.cn |
| Source: | Machine Learning; Mar2025, Vol. 114 Issue 3, p1-42, 42p |
| Database: | Applied Science & Technology Source |
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