Yoshihiro HIROSE
Associate Professor
Department of Mathematical Sciences Based on Modeling and Analysis, School of Interdisciplinary Mathematical Science, Meiji University
E-mail: hirosey (at) meiji.ac.jp
Career
2021.04 - : Associate Professor, Meiji University
2017.04 - 2021.03: Associate Professor, Hokkaido University
2012.04 - 2017.03: Assistant Professor, The University of Tokyo
2008.04 - 2012.03: Doctoral course, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo
2006.04 - 2008.03: Master's course, Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo
2006.03: Graduation from Department of Mathematical Engineering and Information Physics, School of Engineering, The University of Tokyo
Degree
Doctor of Information Science and Technology, The University of Tokyo, 2012.
Publications
Yoshihiro Hirose (2020). Regularization Methods Based on the Lq-Likelihood for Linear Models with Heavy-Tailed Errors. Entropy, 22, 1036.
Marc Härkönen, Tomonari Sei and Yoshihiro Hirose (2020). Holonomic Extended Least Angle Regression. Information Geometry, 3, 149-181.
Toyoto Tanaka, Yoshihiro Hirose and Fumiyasu Komaki (2020). Second-Order Matching Prior Family Parametrized by Sample Size and Matching Probability. Statistical Papers, 61, 1701-1717.
Kenji Araki, Yoshihiro Hirose and Fumiyasu Komaki (2019). Paired Comparison Models with Age Effects Modeled as Piecewise Quadratic Splines. International Journal of Forecasting, 35, 733-740.
Yoshihiro Hirose (2015). An Information-Geometrical Path Algorithm for Poisson Regression. Proceedings of the 60th ISI World Statistics Congress, 2329-2334.
Yoshihiro Hirose and Fumiyasu Komaki (2015). An Estimation Procedure for Contingency Table Models Based on the Nested Geometry. Journal of the Japan Statistical Society, 45, 57-75.
Yoshihiro Hirose (2014). Generalized Linear Regression and Information Geometry, RIMS Kokyuroku, 1916, 103-122. (in Japanese)
Yoshihiro Hirose and Fumiyasu Komaki (2013). Edge Selection Based on the Geometry of Dually Flat Spaces for Gaussian Graphical Models. Statistics and Computing, 23, 793-800.
Yoshihiro Hirose and Fumiyasu Komaki (2013). Statistical Estimation Based on the Information Geometry of Dually Flat Spaces. RIMS Kokyuroku, 1834, 26-44. (in Japanese)
Yoshihiro Hirose and Fumiyasu Komaki (2010). An Extension of Least Angle Regression Based on the Information Geometry of Dually Flat Spaces. Journal of Computational and Graphical Statistics, 19, 1007-1023.
Presentations (International)
2019.12 Yoshihiro Hirose. Geometrical Approach to Data Science (Invited Speech). 2019 Winter International Symposium on Big-Data, Cybersecurity and IoT, Sapporo, Japan.
2019.08 Yoshihiro Hirose. LARS-type Estimation Procedure for Generalized Linear Models. DSSV2019, Kyoto, Japan.
2017.12 Yoshihiro Hirose. A Decision-theoretic Property of Conditional Normalized Maximum Likelihood Distribution. CMStatistics 2017, London, UK.
2015.09 Yoshihiro Hirose. An Estimation Procedure Based on the Information Geometry of Dually Flat Spaces. RSS 2015 Annual Conference, Exeter, UK.
2015.07 Yoshihiro Hirose. An Information-Geometrical Path Algorithm for Poisson Regression. 60th ISI World Statistical Congress (ISI 2015), Rio de Janeiro, Brazil.
2012.12 Yoshihiro Hirose and Fumiyasu Komaki. An Estimation Method Based on the Information Geometry of Dually Flat Spaces. Young Statisticians Meet -An International Conference, Burdwan, India.
2011.07 Yoshihiro Hirose and Fumiyasu Komaki. An Extension of Least Angle Regression for Graphical Models. The First Wuxi International Statistics Forum, Wuxi, China.
2010.07 Yoshihiro Hirose and Fumiyasu Komaki. An Extended Least Angle Regression for Contingency Tables. LinStat2010, Tomar, Portugal.
2009.11 Yoshihiro Hirose. An Information-Geometrical Extension of Least Angle Regression. Statistics and the Life Sciences, Groningen, The Netherlands.
Awards
Outstanding Poster Award 1st Prize, Data Science Statistics & Visualisation (DSSV2019), 2019, Japan.
Ogawa research prize, Japan Statistical Society, 2016.
Second Position in Poster Session, Young Statisticians Meet -An International Conference, 2012, India.
Best Presentation Award, Japanese Joint Statistical Meeting, 2007, Japan.
Grants
Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science (JSPS), FY2021-2023.
Grant-in-Aid for Young Scientists, Japan Society for the Promotion of Science (JSPS), FY2018-2020.
Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science (JSPS), FY2014-2017.
Society
Japan Statistical Society
Information Processing Society of Japan
Last update: 2021-04-06