Personal Information
Takeru Matsuda
Department of Mathematical Informatics,
Graduate School of Information Science and Technology
Associate Professor
Room 344, Engineering Building 6, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656
Tel: +81-3-5841-6910 (ext. 26910)
Fax:
E-mail：matsuda@mist.i.u-tokyo.ac.jp
Curriculum Vitae
| Mar. 2012 | Bachelor degree from Department of Mathematical Engineering and Information Physics, Faculty of Engineering, The University of Tokyo |
|---|---|
| Mar. 2014 | Master degree from Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo |
| Mar. 2017 | Ph. D. from Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo |
| Apr. 2017 | Assistant Professor, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo |
| Jun. 2020 | Unit Leader, RIKEN Center for Brain Science, RIKEN |
| Oct. 2022 | Associate Professor, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo |
Research Themes
1. Theoretical statistics: mathematical foundation of data analysis
2. Computational statistics: development of algorithms for data analysis
3. Applied statistics: modeling and analysis of data from various fields such as neuroscience
Main paper and books
- Takeru Matsuda and William E. Strawderman. Estimation under matrix quadratic loss and matrix superharmonicity. Biometrika, 109, 503–519, 2022.
- Takeru Matsuda, Masatoshi Uehara and Aapo Hyvarinen. Information criteria for non-normalized models. Journal of Machine Learning Research, 22(158):1–33, 2021.
- Takeru Matsuda and Yuto Miyatake. Estimation of ordinary differential equation models with discretization error quantification. SIAM/ASA Journal on Uncertainty Quantification, 9, 302–331, 2021.
- Takeru Matsuda. Statistical analysis of kimariji in competitive karuta (in Japanese). Japanese Journal of Applied Statistics, 49, 1–11, 2020.
- Takeru Matsuda and Fumiyasu Komaki. Time series decomposition into oscillation components and phase estimation. Neural Computation, 29, 332–367, 2017.