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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.
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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An: 183048467
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  Data: Convergence of Adam for non-convex objectives: relaxed hyperparameters and non-ergodic case.
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  Data: <searchLink fieldCode="AU" term="%22Liang%2C+Yuqing%22">Liang, Yuqing</searchLink><relatesTo>1</relatesTo>, <i>liangyq337@nenu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22He%2C+Meixuan%22">He, Meixuan</searchLink><relatesTo>1</relatesTo>, <i>hemx833@nenu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Jinlan%22">Liu, Jinlan</searchLink><relatesTo>2</relatesTo>, <i>liujinlan@ccsfu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xu%2C+Dongpo%22">Xu, Dongpo</searchLink><relatesTo>1</relatesTo>, <i>xudp100@nenu.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Machine+Learning%22">Machine Learning</searchLink>; Mar2025, Vol. 114 Issue 3, p1-42, 42p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=183048467
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s10994-025-06737-w
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      – Code: eng
        Text: English
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        PageCount: 42
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      – TitleFull: Convergence of Adam for non-convex objectives: relaxed hyperparameters and non-ergodic case.
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            NameFull: Liang, Yuqing
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            NameFull: He, Meixuan
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            NameFull: Liu, Jinlan
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              Text: Mar2025
              Type: published
              Y: 2025
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              Value: 114
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