intro:publications

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intro:publications [2026/01/11 20:45] – [賞罰] Kanata OOWADAintro:publications [2026/01/22 23:12] (現在) – [紀要・講究録] Naoki SATO
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 ===== 2026年 ===== ===== 2026年 =====
 +
 +==== 紀要・講究録 ====
 +  - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], [[..:iiduka:|Hideaki Iiduka]]: **Lipschitz Multiscale Deep Equilibrium Models: A Theoretically Guaranteed and Accelerated Approach**, Proceedings of the 29th International Conference on Artificial Intelligence and Statistics, PMLR 300: ????--???? (2026)
  
 ==== 博士学位請求論文 ==== ==== 博士学位請求論文 ====
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   - 櫛谷 圭介: **凸関数に対する DP-Clipped-SGD の収束解析**   - 櫛谷 圭介: **凸関数に対する DP-Clipped-SGD の収束解析**
   - 渡邉 翠: **PoNoS 直線探索を利用した確率的勾配降下法の収束解析**   - 渡邉 翠: **PoNoS 直線探索を利用した確率的勾配降下法の収束解析**
 +
 +==== 講演・口頭発表等 ====
 +  - [[https://scholar.google.co.jp/citations?user=rNbGTIgAAAAJ&hl=ja|Naoki Sato]], [[..:iiduka:|Hideaki Iiduka]]: **Lipschitz Multiscale Deep Equilibrium Models: A Theoretically Guaranteed and Accelerated Approach**, [[https://virtual.aistats.org/|The 29th International Conference on Artificial Intelligence and Statistics (AISTATS)]], Tangier, Morocco (May. 2 -- Mar. 5, 2026)
  
  
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 ==== 紀要・講究録 ==== ==== 紀要・講究録 ====
   - Keisuke Kamo, [[..:iiduka:|Hideaki Iiduka]]: **Increasing Batch Size Improves Convergence of Stochastic Gradient Descent with Momentum**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)   - Keisuke Kamo, [[..:iiduka:|Hideaki Iiduka]]: **Increasing Batch Size Improves Convergence of Stochastic Gradient Descent with Momentum**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)
-  - [[https://scholar.google.co.jp/citations?hl=ja&user=dejA0qcAAAAJ|Kanata Oowada]], [[..:iiduka:|Hideaki Iiduka]]: **Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)+  - [[https://scholar.google.com/citations?user=3U-XTE0AAAAJ&hl=ja|Kanata Oowada]], [[..:iiduka:|Hideaki Iiduka]]: **Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)
   - [[https://scholar.google.com/citations?user=hdDU4Z4AAAAJ&hl=ja|Kento Imaizumi]], [[..:iiduka:|Hideaki Iiduka]]: **Both Asymptotic and Non-Asymptotic Convergence of Quasi-Hyperbolic Momentum using Increasing Batch Size**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)   - [[https://scholar.google.com/citations?user=hdDU4Z4AAAAJ&hl=ja|Kento Imaizumi]], [[..:iiduka:|Hideaki Iiduka]]: **Both Asymptotic and Non-Asymptotic Convergence of Quasi-Hyperbolic Momentum using Increasing Batch Size**, Proceedings of the 17th Asian Conference on Machine Learning, PMLR 304: ????-???? (2025)
   - [[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) [[https://ojs.aaai.org/index.php/AAAI/article/view/34234|Open Access]]   - [[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) [[https://ojs.aaai.org/index.php/AAAI/article/view/34234|Open Access]]
  • intro/publications.1768131901.txt.gz
  • 最終更新: 2026/01/11 20:45
  • by Kanata OOWADA