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en:intro:publications [2021/10/14 13:58]
Hideaki IIDUKA [Publications in Refereed Journals] |
en:intro:publications [2021/10/18 13:15] (現在)
Hideaki IIDUKA [Publications in Refereed Journals] |
| ===== 2021 ===== | ===== 2021 ===== |
| ==== Publications in Refereed Journals ==== | ==== Publications in Refereed Journals ==== |
| - Yini Zhu, [[en:iiduka:|Hideaki Iiduka]]: **Unified Algorithm Framework for Nonconvex Stochastic Optimization in Deep Neural Networks**, [[https://ieeeaccess.ieee.org/|IEEE Access]] (Accepted) (2021) {{:iiduka:final_version.pdf|PDF}} | - Yini Zhu, [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/9576705|Unified Algorithm Framework for Nonconvex Stochastic Optimization in Deep Neural Networks]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639|IEEE Access]] (Accepted) (2021) [[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9576705|Open Access]] |
| - [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/9531335|Appropriate Learning Rates of Adaptive Learning Rate Optimization Algorithms for Training Deep Neural Networks]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036|IEEE Transactions on Cybernetics]] (Accepted) (2021) {{:iiduka:CYB-E-2021-05-1174.pdf|PDF}} | - [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/9531335|Appropriate Learning Rates of Adaptive Learning Rate Optimization Algorithms for Training Deep Neural Networks]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036|IEEE Transactions on Cybernetics]] (Accepted) (2021) {{:iiduka:CYB-E-2021-05-1174.pdf|PDF}} |
| - Hiroyuki Sakai, [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/9339934|Riemannian Adaptive Optimization Algorithm and Its Application to Natural Language Processing]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036|IEEE Transactions on Cybernetics]] (Accepted) (2021) {{:iiduka:CYB-E-2020-04-0756R2.pdf|PDF}} | - Hiroyuki Sakai, [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/9339934|Riemannian Adaptive Optimization Algorithm and Its Application to Natural Language Processing]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036|IEEE Transactions on Cybernetics]] (Accepted) (2021) {{:iiduka:CYB-E-2020-04-0756R2.pdf|PDF}} |