| 両方とも前のリビジョン 前のリビジョン 次のリビジョン | 前のリビジョン |
| intro:publications [2025/03/11 16:36] – [レフェリー付き原著論文] Hideaki IIDUKA | intro:publications [2025/04/19 21:34] (現在) – [紀要・講究録] Hideaki IIDUKA |
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| ==== レフェリー付き原著論文 ==== | ==== レフェリー付き原著論文 ==== |
| - [[https://scholar.google.com/citations?user=hdDU4Z4AAAAJ&hl=ja|Kento Imaizumi]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://doi.org/10.1080/02331934.2024.2367635|Iteration and Stochastic First-order Oracle Complexities of Stochastic Gradient Descent using Constant and Decaying Learning Rates]]**, [[https://www.tandfonline.com/journals/gopt20|Optimization]]: Special Issue dedicated to Dr. Alexander J. Zaslavski on the occasion of his 65th birthday ?? (?):?? --?? (2025) [[https://www.tandfonline.com/doi/epdf/10.1080/02331934.2024.2367635?needAccess=true|Open Access]] | - [[https://scholar.google.com/citations?user=hdDU4Z4AAAAJ&hl=ja|Kento Imaizumi]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://doi.org/10.1080/02331934.2024.2367635|Iteration and Stochastic First-order Oracle Complexities of Stochastic Gradient Descent using Constant and Decaying Learning Rates]]**, [[https://www.tandfonline.com/journals/gopt20|Optimization]]: Special Issue dedicated to Dr. Alexander J. Zaslavski on the occasion of his 65th birthday ?? (?):?? --?? (2025) [[https://www.tandfonline.com/doi/epdf/10.1080/02331934.2024.2367635?needAccess=true|Open Access]] |
| | - [[https://github.com/tsukaoyuki|Yuki Tsukada]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://openreview.net/forum?id=pqZ6nOm3WF|Relationship between Batch Size and Number of Steps Needed for Nonconvex Optimization of Stochastic Gradient Descent using Armijo-Line-Search Learning Rate]]**, [[https://jmlr.org/tmlr/|Transactions on Machine Learning Research]] (2025) [[https://openreview.net/pdf?id=pqZ6nOm3WF|Open Access]] |
| - [[https://scholar.google.com/citations?hl=ja&user=s9l7NM8AAAAJ|Hikaru Umeda]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://openreview.net/forum?id=sbmp55k6iE|Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent]]**, [[https://jmlr.org/tmlr/|Transactions on Machine Learning Research]] (2025) [[https://openreview.net/pdf?id=sbmp55k6iE|Open Access]] | - [[https://scholar.google.com/citations?hl=ja&user=s9l7NM8AAAAJ|Hikaru Umeda]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://openreview.net/forum?id=sbmp55k6iE|Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent]]**, [[https://jmlr.org/tmlr/|Transactions on Machine Learning Research]] (2025) [[https://openreview.net/pdf?id=sbmp55k6iE|Open Access]] |
| - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://openreview.net/forum?id=knv4lQFVoE|A General Framework of Riemannian Adaptive Optimization Methods with a Convergence Analysis]]**, [[https://jmlr.org/tmlr/|Transactions on Machine Learning Research]] (2025) [[https://openreview.net/pdf?id=knv4lQFVoE|Open Access]] | - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://openreview.net/forum?id=knv4lQFVoE|A General Framework of Riemannian Adaptive Optimization Methods with a Convergence Analysis]]**, [[https://jmlr.org/tmlr/|Transactions on Machine Learning Research]] (2025) [[https://openreview.net/pdf?id=knv4lQFVoE|Open Access]] |
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| ==== 紀要・講究録 ==== | ==== 紀要・講究録 ==== |
| - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], [[..:iiduka:|Hideaki Iiduka]]: **Explicit and Implicit Graduated Optimization in Deep Neural Networks** | - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://ojs.aaai.org/index.php/AAAI/article/view/34234|Explicit and Implicit Graduated Optimization in Deep Neural Networks]]**, [[https://aaai.org/proceeding/aaai-39-2025/|Proceedings of the AAAI Conference on Artificial Intelligence]], 39 (19), 20283--20291 (2025) |
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