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The Generalization Error Bound for A Stochastic Gradient Descent Family bia A Gaussian Approximation Method

Hao Chen

Hao Chen

School of Artificial Intelligence and Data Science, University of Science and Technology of ChinaHefei, China
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Chen, Hao
, 
Zhanfeng Mo

Zhanfeng Mo

School of Computer Science and Engineering, Nanyang Technological UniversitySingapore, Singapore
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Mo, Zhanfeng
 and 
Zhouwang Yang

Zhouwang Yang

School of Artificial Intelligence and Data Science, University of Science and Technology of ChinaHefei, China
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Yang, Zhouwang
  
Jun 24, 2025
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Published Online: Jun 24, 2025
Page range: 251 - 266
Received: Jun 03, 2024
Accepted: Oct 16, 2024
DOI: https://doi.org/10.61822/amcs-2025-0018
Keywords
© 2025 Hao Chen et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Chen, Hao
School of Artificial Intelligence and Data Science, University of Science and Technology of ChinaHefei, China
Mo, Zhanfeng
School of Computer Science and Engineering, Nanyang Technological UniversitySingapore, Singapore
Yang, Zhouwang
School of Artificial Intelligence and Data Science, University of Science and Technology of ChinaHefei, China
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Mathematics, Applied Mathematics
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