| 両方とも前のリビジョン 前のリビジョン | |
| intro:publications [2025/02/14 21:15] – [レフェリー付き原著論文] Hideaki IIDUKA | intro:publications [2025/03/11 16:36] (現在) – [レフェリー付き原著論文] Hideaki IIDUKA |
|---|
| - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], Koshiro Izumi, [[..:iiduka:|Hideaki Iiduka]]: **[[https://jmlr.org/papers/v25/22-0815.html|Scaled Conjugate | - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], Koshiro Izumi, [[..:iiduka:|Hideaki Iiduka]]: **[[https://jmlr.org/papers/v25/22-0815.html|Scaled Conjugate |
| Gradient Method for Nonconvex Optimization in Deep Neural Networks]]**, [[https://www.jmlr.org/|Journal of Machine Learning Research]] 25 (395): 1-37 (2024) [[https://jmlr.org/papers/volume25/22-0815/22-0815.pdf|Open Access]] | Gradient Method for Nonconvex Optimization in Deep Neural Networks]]**, [[https://www.jmlr.org/|Journal of Machine Learning Research]] 25 (395): 1-37 (2024) [[https://jmlr.org/papers/volume25/22-0815/22-0815.pdf|Open Access]] |
| - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[http://manu71.magtech.com.cn/Jwk3_pjo/EN/10.61208/pjo-2024-005|Convergence of Riemannian Stochastic Gradient Descent on Hadamard Manifold]]**, [[http://manu71.magtech.com.cn/Jwk3_pjo/EN/home|Pacific Journal of Optimization]]: Special issue: Dedicated to Prof. Masao Fukushima on the occasion of his 75th birthday 20 (4): 743--767 (2024) | - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[http://manu71.magtech.com.cn/Jwk3_pjo/EN/10.61208/pjo-2024-005|Convergence of Riemannian Stochastic Gradient Descent on Hadamard Manifold]]**, [[http://manu71.magtech.com.cn/Jwk3_pjo/EN/home|Pacific Journal of Optimization]]: Special issue: Dedicated to Prof. Masao Fukushima on the occasion of his 75th birthday 20 (4): 743--767 (2024) [[http://www.yokohamapublishers.jp/online-p/PJO/vol20/pjov20n4p743.pdf|Open Access]] |
| - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://link.springer.com/article/10.1007/s10957-024-02449-8?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20240529&utm_content=10.1007%2Fs10957-024-02449-8|Modified Memoryless Spectral-scaling Broyden Family on Riemannian Manifolds]]**, [[https://link.springer.com/journal/10957|Journal of Optimization Theory and Applications]] 202: 834--853 (2024) [[https://link.springer.com/article/10.1007/s10957-024-02449-8?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20240529&utm_content=10.1007%2Fs10957-024-02449-8|Open Access]] | - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[https://link.springer.com/article/10.1007/s10957-024-02449-8?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20240529&utm_content=10.1007%2Fs10957-024-02449-8|Modified Memoryless Spectral-scaling Broyden Family on Riemannian Manifolds]]**, [[https://link.springer.com/journal/10957|Journal of Optimization Theory and Applications]] 202: 834--853 (2024) [[https://link.springer.com/article/10.1007/s10957-024-02449-8?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20240529&utm_content=10.1007%2Fs10957-024-02449-8|Open Access]] |
| - [[..:iiduka:|Hideaki Iiduka]]: **[[https://link.springer.com/article/10.1007/s11075-023-01575-0|Theoretical Analysis of Adam using Hyperparameters Close to One without Lipschitz Smoothness]]**, [[https://www.springer.com/journal/11075|Numerical Algorithms]] 95: 383--421 (2024) {{:iiduka:iiduka2023.pdf|PDF}} [[https://rdcu.be/df4ce|Springer Nature SharedIt]] | - [[..:iiduka:|Hideaki Iiduka]]: **[[https://link.springer.com/article/10.1007/s11075-023-01575-0|Theoretical Analysis of Adam using Hyperparameters Close to One without Lipschitz Smoothness]]**, [[https://www.springer.com/journal/11075|Numerical Algorithms]] 95: 383--421 (2024) {{:iiduka:iiduka2023.pdf|PDF}} [[https://rdcu.be/df4ce|Springer Nature SharedIt]] |