Lab. 4 Fumiyasu Komaki

Profile

Fumiyasu Komaki
Fumiyasu Komaki

Department of Mathematical Informatics, Graduate School of Information Science and Technology, University of Tokyo
Professor

7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656 Eng. 6 Bldg. Room 349
Tel: +81-3-5841-6941 (ext. 26941)
Fax:+81-3-5841-8592

E-mail: komaki@mist.t.u-tokyo.ac.jp

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Curriculum Vitae

Mar. 1987 Bachelor degree from Department of Mathematical Engineering and Instrumentation Physics, Faculty of Engineering, The University of Tokyo
Mar. 1989 Master degree from Department of Mathematical Engineering and Information Physics, Graduate School of Engineering, The University of Tokyo
Mar. 1992 Ph. D. from Department of Statistical Science, School of Mathematical and Physical Science, The Graduate University for Advanced Studies
Apr. 1992 Research Associate, Department of Mathematical Engineering and Information Physics, Faculty of Engineering, The University of Tokyo
Apr. 1995 Associate Professor, The Institute of Statistical Mathematics, Ministry of Education, Science and Culture
Oct. 1998 Associate Professor, Department of Mathematical Engineering and Information Physics, Graduate School of Engineering, The University of Tokyo
Apr. 2001 Associate Professor, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo
Aug. 2009 Professor, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo

Research Themes

1. Theoretical Statistics
 Bayes theory, Prediction theory, Information geometry

2. Statistical Modeling
 Statistical models and data analysis in neuroscience and seismology.

Selected papers

Shibue, R. and Komaki, F. (2017). Firing rate estimation using infinite mixture models and its application to neural decoding, Journal of Neurophysiology, vol. 118, 2902–29.
Yano, K. and Komaki, F. (2017). Asymptotically minimax prediction in infinite sequence models, Electronic Journal of Statistics, vol. 11, 3165-3195.
Kojima, M. and Komaki, F. (2016). Relations between the conditional normalized maximum likelihood distributions and the latent information priors, IEEE Transactions on Information Theory, vol. 62, pp. 539-553.
Matsuda, T. and Komaki, F. (2015). Singular value shrinkage priors for Bayesian prediction, Biometrika, vol. 102, pp. 843-854.

 

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