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--- intro:publications [2024/04/27 13:55] – [レフェリー付き原著論文] Hideaki IIDUKA
+++ intro:publications [2024/06/19 21:34] (現在) – [レフェリー付き原著論文] Hideaki IIDUKA
@@ 行 4: / 行 4: @@
 ===== 2024年 =====
-==== 賞罰 ====
-  - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|佐藤 尚樹]]: **確率的勾配降下法の平滑化効果を利用した段階的最適化手法によるディープニューラルネットワークの大域的最適化**, [[https://orsj.org/nc2024s/student_award|日本オペレーションズ・リサーチ学会 2024年春季研究発表会 学生優秀発表賞]] (2024年3月19日)
 ==== 著書 ====
+  -  [[..:iiduka:|飯塚 秀明]]: **[[https://www.coronasha.co.jp/np/isbn/9784339061321/|機械学習のための数学]]**, [[https://www.coronasha.co.jp/|コロナ社]] (2024)
 ==== レフェリー付き原著論文 ====
-  - [[https://scholar.google.co.jp/citations?user=RXrwOgoAAAAJ&hl=ja|Hiroyuki Sakai]], [[..:iiduka:|Hideaki Iiduka]]: **[[|Modified Memoryless Spectral-scaling Broyden Family on Riemannian Manifolds]]**, [[https://link.springer.com/journal/10957|Journal of Optimization Theory and Applications]]: ?? (?): ??--?? (2024) {{|PDF}} [[|Springer Nature SharedIt]]
+  - [[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 ?? (?):?? --?? (2024) [[https://www.tandfonline.com/doi/epdf/10.1080/02331934.2024.2367635?needAccess=true|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]] ?? (?): ??--?? (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]]: **[[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 ?? (?): ??--?? (2024)
   - [[..: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]]
@@ 行 15: / 行 16: @@
 ==== 紀要・講究録 ====
+==== 賞罰 ====
+  - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|佐藤 尚樹]]: **確率的勾配降下法の平滑化効果を利用した段階的最適化手法によるディープニューラルネットワークの大域的最適化**, [[https://orsj.org/nc2024s/student_award|日本オペレーションズ・リサーチ学会 2024年春季研究発表会 学生優秀発表賞]] (2024年3月19日)
 ==== 修士学位請求論文 ====
   - 吉村 遥河: **深層学習のための直線探索法を用いた確率的勾配降下法の収束解析**