| 両方とも前のリビジョン 前のリビジョン | 次のリビジョン両方とも次のリビジョン |
| en:intro:researches:optimization [2019/09/05 11:09] – [Decentralized Optimization Algorithms] Hideaki IIDUKA | en:intro:researches:optimization [2019/09/05 11:10] – [Decentralized Optimization Algorithms] Hideaki IIDUKA |
|---|
| * K. Hishinuma and [[:en:iiduka:|H. Iiduka]]: [[https://www.frontiersin.org/articles/10.3389/frobt.2019.00077/full|Incremental and Parallel Machine Learning Algorithms with Automated Learning Rate Adjustments]], Frontiers in Robotics and AI: Resolution of Limitations of Deep Learning to Develop New AI Paradigms, Vol. 6, Article 77, 2019. | * K. Hishinuma and [[:en:iiduka:|H. Iiduka]]: [[https://www.frontiersin.org/articles/10.3389/frobt.2019.00077/full|Incremental and Parallel Machine Learning Algorithms with Automated Learning Rate Adjustments]], Frontiers in Robotics and AI: Resolution of Limitations of Deep Learning to Develop New AI Paradigms, Vol. 6, Article 77, 2019. |
| * [[:en:iiduka:|H. Iiduka]]: [[http://www.tandfonline.com/doi/full/10.1080/10556788.2018.1425860|Two Stochastic Optimization Algorithms for Convex Optimization with Fixed Point Constraints]], Optimization Methods and Software, Vol. 34, No. 4, pp.731-757, 2019. | * [[:en:iiduka:|H. Iiduka]]: [[http://www.tandfonline.com/doi/full/10.1080/10556788.2018.1425860|Two Stochastic Optimization Algorithms for Convex Optimization with Fixed Point Constraints]], Optimization Methods and Software, Vol. 34, No. 4, pp.731-757, 2019. |
| * K. Sakurai, T. Jimba, and [[:iiduka:|H. Iiduka]]: [[http://jnva.biemdas.com/archives/843|Iterative methods for parallel convex optimization with fixed point constraints]], Journal of Nonlinear and Variational Analysis, Vol. 3, No. 2, pp.115-126, 2019. | * K. Sakurai, T. Jimba, and [[:iiduka:|H. Iiduka]]: [[http://jnva.biemdas.com/archives/843|Iterative Methods for Parallel Convex Optimization with Fixed Point Constraints]], Journal of Nonlinear and Variational Analysis, Vol. 3, No. 2, pp.115-126, 2019. |
| * [[http://gyoseki1.mind.meiji.ac.jp/mjuhp/KgApp?kyoinId=ymkdgygyggy&Language=2|Y. Hayashi]] and [[:en:iiduka:|H. Iiduka]]:[[http://www.sciencedirect.com/science/article/pii/S0925231217313486|Optimality and Convergence for Convex Ensemble Learning with Sparsity and Diversity Based on Fixed Point Optimization]], Neurocomputing, Vol. 273, pp.367-372, 2018. | * [[http://gyoseki1.mind.meiji.ac.jp/mjuhp/KgApp?kyoinId=ymkdgygyggy&Language=2|Y. Hayashi]] and [[:en:iiduka:|H. Iiduka]]:[[http://www.sciencedirect.com/science/article/pii/S0925231217313486|Optimality and Convergence for Convex Ensemble Learning with Sparsity and Diversity Based on Fixed Point Optimization]], Neurocomputing, Vol. 273, pp.367-372, 2018. |
| * [[en:iiduka:|H. Iiduka]]: [[http://www.tandfonline.com/doi/full/10.1080/02331934.2016.1252914|Almost Sure Convergence of Random Projected Proximal and Subgradient Algorithms for Distributed Nonsmooth Convex Optimization]], Optimization, Vol. 66, No. 1, pp.35-59, 2017. | * [[en:iiduka:|H. Iiduka]]: [[http://www.tandfonline.com/doi/full/10.1080/02331934.2016.1252914|Almost Sure Convergence of Random Projected Proximal and Subgradient Algorithms for Distributed Nonsmooth Convex Optimization]], Optimization, Vol. 66, No. 1, pp.35-59, 2017. |