(Last updated : 2022-03-08 12:25:27)
  IIDUKA Hideaki
   Department   Undergraduate School  , School of Science and Technology
   Position   Professor
■ Books and Papers
1. 2022 Article Adaptive Methods Using Element-wise P-th Power of Stochastic Gradient for Nonconvex Optimization in Deep Neural Networks Linear and Nonlinear Analysis  (Collaboration) 
2. 2022 Article Appropriate Learning Rates of Adaptive Learning Rate Optimization Algorithms for Training Deep Neural Networks IEEE Transactions on Cybernetics  (Single) 
3. 2022 Article Conjugate-gradient-based Adam for Nonconvex Stochastic Optimization and Its Application to Deep Learning Journal of Nonlinear and Convex Analysis 23(2),pp.337-356 (Collaboration) 
4. 2022 Article Riemannian Adaptive Optimization Algorithm and Its Application to Natural Language Processing IEEE Transactions on Cybernetics  (Collaboration) 
5. 2022 Article Riemannian Stochastic Fixed Point Optimization Algorithm Numerical Algorithms  (Collaboration) 
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■ Conference Presentations
1. 2019/08/27 Fixed Point Algorithms and Their Applications (The International Conference on Nonlinear Analysis and Convex Analysis–International Conference on Optimization: Techniques and Applications)
2. 2018/11/06 Decentralized Optimization and Its Applications (The 6th Asian Conference on Nonlinear Analysis and Optimization)
3. 2008/12/02 Iterative Methods for Variational Inequality Problems over Fixed Point Sets
4. 2008/07/02 Iterative Algorithms for the Hierarchical Optimization Problem (Fifth World Congress of Nonlinear Analysts)
■ Academic Qualifications
1. 2002/04~2005/03 〔Doctorial Course〕 Department of Mathematical and Computing Sciences, Graduate School of Information Science and Engineering, Tokyo Institute of Technology, Completed, Ph.D. (Science)
■ Career History
1. 2019/04~ Meiji University Department of Computer Science Professor Link
2. 2013/04~2019/03 Meiji University Department of Computer Science Associate Professor Link
3. 2008/10~2013/03 Kyushu Institute of Technology Network Design Research Center Associate Professor
4. 2007/04~2008/09 Japan Society for the Promotion of Science (PD) Research Fellow
5. 2005/04~2007/03 Tokyo Institute of Technology Department of Mathematical and Computing Sciences Research Associate
■ Major Subjects
Department of Computer Science
■ Academic Associations Membership
1. Society for Industrial and Applied Mathematics (SIAM)
2. The Institute of Electronics, Information and Communication Engineers (IEICE)
3. The Operations Research Society of Japan
4. 2013/06 Mathematical Optimization Society
■ Social Activities
1. 2019 Editorial Board of Applied Set-Valued Analysis and Optimization
2. 2019 Editorial Board of Electronics
3. 2019 Editorial Board of Numerical Algorithms
4. 2018 Editorial Board of Advances in the Theory of Nonlinear Analysis and its Applications
5. 2017 Editorial Board of Journal of Nonlinear Functional Analysis
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■ Web Sites
   Welcome to Mathematical Optimization Laboratory!
■ Email Addresses
■ Current Specialized Field
Theory of informatics, Basic analysis, Computational science