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Optimal large-scale stochastic optimization of NDCG surrogates for deep learning.

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Title: Optimal large-scale stochastic optimization of NDCG surrogates for deep learning.
Authors: Qiu, Zi-Hao1, qiuzh@lamda.nju.edu.cn, Hu, Quanqi2, quanqi-hu@tamu.edu, Zhong, Yongjian3, yongjian-zhong@uiowa.edu, Tu, Wei-Wei4, tuweiwei@4paradigm.com, Zhang, Lijun1, zhanglj@lamda.nju.edu.cn, Yang, Tianbao2, tianbao-yang@tamu.edu
Source: Machine Learning; Feb2025, Vol. 114 Issue 2, p1-70, 70p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 182539682
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  Data: Optimal large-scale stochastic optimization of NDCG surrogates for deep learning.
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  Data: <searchLink fieldCode="AU" term="%22Qiu%2C+Zi-Hao%22">Qiu, Zi-Hao</searchLink><relatesTo>1</relatesTo>, <i>qiuzh@lamda.nju.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Hu%2C+Quanqi%22">Hu, Quanqi</searchLink><relatesTo>2</relatesTo>, <i>quanqi-hu@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Zhong%2C+Yongjian%22">Zhong, Yongjian</searchLink><relatesTo>3</relatesTo>, <i>yongjian-zhong@uiowa.edu</i><br /><searchLink fieldCode="AU" term="%22Tu%2C+Wei-Wei%22">Tu, Wei-Wei</searchLink><relatesTo>4</relatesTo>, <i>tuweiwei@4paradigm.com</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Lijun%22">Zhang, Lijun</searchLink><relatesTo>1</relatesTo>, <i>zhanglj@lamda.nju.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Tianbao%22">Yang, Tianbao</searchLink><relatesTo>2</relatesTo>, <i>tianbao-yang@tamu.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Machine+Learning%22">Machine Learning</searchLink>; Feb2025, Vol. 114 Issue 2, p1-70, 70p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=182539682
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s10994-024-06631-x
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 70
        StartPage: 1
    Titles:
      – TitleFull: Optimal large-scale stochastic optimization of NDCG surrogates for deep learning.
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            NameFull: Qiu, Zi-Hao
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            NameFull: Hu, Quanqi
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            NameFull: Zhong, Yongjian
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            NameFull: Tu, Wei-Wei
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            NameFull: Zhang, Lijun
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            NameFull: Yang, Tianbao
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            – D: 01
              M: 02
              Text: Feb2025
              Type: published
              Y: 2025
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              Value: 114
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            – TitleFull: Machine Learning
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