差分

このページの2つのバージョン間の差分を表示します。

--- en:intro:publications [2019/08/09 15:54] – [Publications in Refereed Journals] kaz
+++ en:intro:publications [2019/12/13 12:28] – [Publications in Refereed Journals] kaz
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 ===== 2019 =====
 ==== Publications in Refereed Journals ====
-  - Kazuhiro Hishinuma, [[:iiduka:|Hideaki Iiduka]]: **[[https://www.frontiersin.org/articles/10.3389/frobt.2019.00077|Incremental and Parallel Machine Learning Algorithms with Automated Learning Rate Adjustments]]**, [[https://www.frontiersin.org/journals/robotics-and-ai|Frontiers in Robotics and AI]]: [[https://www.frontiersin.org/research-topics/7964|Resolution of Limitations of Deep Learning to Develop New AI Paradigms]] (accepted) {{ :preprint:201908-kaz-iiduka.pdf |PDF}}
+  - Kengo Shimizu, Kazuhiro Hishinuma, [[en:iiduka:|Hideaki Iiduka]]: **Parallel Computing Proximal Method for Nonsmooth Convex Optimization with Fixed Point Constraints of Quasi-nonexpansive Mappings** submitted {{:iiduka:simizu-iiduka-asvao.pdf|PDF}}
-  - Kazuhiro Hishinuma, [[en:iiduka:|Hideaki Iiduka]]: **Convergence Analysis of Incremental and Parallel Line Search Subgradient Methods in Hilbert Space**, [[http://www.ybook.co.jp/jnca.html|Journal of Nonlinear and Convex Analysis]]: Special Issue-Dedicated to Wataru Takahashi on the occasion of his 75th birth day (accepted) {{:iiduka:jnca_kaz_hide.pdf|PDF}}
+  - Haruhi Oishi, Yu Kobayashi, [[en:iiduka:|Hideaki Iiduka]]: **Incremental Proximal Method for Nonsmooth Convex Optimization with Fixed Point Constraints of Quasi-nonexpansive Mappings**, [[http://www.ybook.co.jp/lna.html|Linear and Nonlinear Analysis]] (accepted) {{:iiduka:oishi_lna.pdf|PDF}}
+  - Kazuhiro Hishinuma, [[..:iiduka:|Hideaki Iiduka]]: **[[https://doi.org/10.1016/j.ejor.2019.09.037|Fixed Point Quasiconvex Subgradient Method]]**, [[https://www.sciencedirect.com/journal/european-journal-of-operational-research|European Journal of Operational Research]] (accepted) {{ :kaz:201909-kaz-iiduka-ejor.pdf |PDF}}
   - [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/8744480|Stochastic Fixed Point Optimization Algorithm for Classifier Ensemble]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036|IEEE Transactions on Cybernetics]] (accepted) {{:iiduka:CYB-E-2018-12-2420.R1.pdf|PDF}}
   - [[en:iiduka:|Hideaki Iiduka]]: **[[https://link.springer.com/article/10.1007/s11081-019-09440-7|Decentralized Hierarchical Constrained Convex Optimization]]**, [[https://link.springer.com/journal/11081|Optimization and Engineering]] (accepted) {{:iiduka:OPTE-2019-213R1.pdf|PDF}} [[https://rdcu.be/bFpTS|Springer Nature SharedIt]]
   - [[en:iiduka:|Hideaki Iiduka]]: **[[https://ieeexplore.ieee.org/document/8584116|Distributed Optimization for Network Resource Allocation with Nonsmooth Utility Functions]]**, [[https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6509490|IEEE Transactions on Control of Network Systems]] (accepted) {{:iiduka:18-0317.pdf|PDF}}
+  - Kazuhiro Hishinuma, [[..:iiduka:|Hideaki Iiduka]]: **[[http://www.ybook.co.jp/online2/opjnca/vol20/p1937.html|Convergence Analysis of Incremental and Parallel Line Search Subgradient Methods in Hilbert Space]]**, [[http://www.ybook.co.jp/jnca.html|Journal of Nonlinear and Convex Analysis]] 20(9): Special Issue-Dedicated to Wataru Takahashi on the occasion of his 75th birth day, 1937-1947 (2019) {{:iiduka:jnca_kaz_hide.pdf|PDF}}
+  - Kazuhiro Hishinuma, [[en:iiduka:|Hideaki Iiduka]]: **[[https://www.frontiersin.org/articles/10.3389/frobt.2019.00077|Incremental and Parallel Machine Learning Algorithms with Automated Learning Rate Adjustments]]**, [[https://www.frontiersin.org/journals/robotics-and-ai|Frontiers in Robotics and AI]]: [[https://www.frontiersin.org/research-topics/7964|Resolution of Limitations of Deep Learning to Develop New AI Paradigms]] 6, Article 77 {{ :preprint:201908-kaz-iiduka.pdf |PDF}}
   - [[en:iiduka:|Hideaki Iiduka]]: **[[http://www.tandfonline.com/doi/full/10.1080/10556788.2018.1425860|Two Stochastic Optimization Algorithms for Convex Optimization with Fixed Point Constraints]]**, [[http://www.tandfonline.com/loi/goms20|Optimization Methods and Software]] 34(4): 731-757 (2019) {{:iiduka:GOMS-2017-0013R1.pdf|PDF}}
   - Kaito Sakurai, Takayuki Jimba, [[en:iiduka:|Hideaki Iiduka]]: **[[http://jnva.biemdas.com/archives/843|Iterative Methods for Parallel Convex Optimization with Fixed Point Constraints]]**, [[http://jnva.biemdas.com/|Journal of Nonlinear and Variational Analysis]] 3(2): 115-126 (2019) [[http://jnva.biemdas.com/issues/JNVA2019-2-1.pdf|Open Access]]
-==== Invited Talks ====
+==== Proceedings ====
+  - Kazuhiro Hishinuma, [[..:iiduka:|Hideaki Iiduka]]: **Applying Conditional Subgradient-like Directions to the Modified Krasnosel’skiĭ-Mann Fixed Point Algorithm Based on the Three-term Conjugate Gradient Method**, Proceedings of the 10th International Conference on Nonlinear Analysis and Convex Analysis, pp.59-67 [[http://www.ybook.co.jp/naca2017-e/FLASH/index.html|Open Access]]
+==== Honor Lecture ====
+  - [[..:iiduka:|Hideaki Iiduka]]: **Convex optimization with complicated constraint and its application**, The 2019 Fall National Conference of Operations Research Society of Japan, Tokai University (Sep. 12, 2019).
   - [[en:iiduka:|Hideaki Iiduka]]: **Fixed Point Algorithms and Their Applications**, The International Conference on Nonlinear Analysis and Convex Analysis--International Conference on Optimization: Techniques and Applications (NACA-ICOTA2019), Future University Hakodate (Aug. 27, 2019)
 ==== Conference Activities & Talks ====
+  - Yu Kobayashi, [[..:iiduka:|Hideaki Iiduka]]: **Stochastic optimization algorithm using conjugate gradient direction and its application to deep learning**, The 2019 Fall National Conference of Operations Research Society of Japan, Tokai University (Sep. 12, 2019).
+  - Kazuhiro Hishinuma, [[..:iiduka:|Hideaki Iiduka]]: **On rate of convergence of fixed point subgradient method**, The 2019 Fall National Conference of Operations Research Society of Japan, Tokai University (Sep. 12, 2019).
+  - Kengo Shimizu, [[..:iiduka:|Hideaki Iiduka]]: **Nonsmooth convex optimization over fixed point sets of quasi nonexpansive mappings by using parallel proximal point algorithm**, The 2019 Fall National Conference of Operations Research Society of Japan, Tokai University (Sep. 12, 2019).
   - Kazuhiro Hishinuma, [[en:iiduka:|Hideaki Iiduka]]: **Convergence rate analyses of xed point quasiconvex subgradient method**, The International Conference on Nonlinear Analysis and Convex Analysis--International Conference on Optimization: Techniques and Applications (NACA-ICOTA2019), Future University Hakodate (Aug. 27, 2019)