Shinto EGUCHI Last updated: Mar 15, 2019 at 02:40
Name
Shinto EGUCHI Affiliation
The Institute of Statistical Mathematics Section
Department of Mathematical Analysis and Statistical Inference Job title
Professor Degree
Doctor of Science(Hiroshima University), Master of Engineering
Education
-
1981
Graduate School, Division of Engineering Science, Osaka University
-
1979
Faculty of Science, Osaka University
Published Papers
O. Komori, S. Eguchi, Y. Saigusa, H. Okamura and M. Ichinokawa
Ecosphere 8(12) e02038 Dec 2017 [Refereed]
S. Koda, H. Matsui, S. Eguchi, R. Nishii, K. Mochida et al.
Frontiers in plant science 8(2055) Nov 2017 [Refereed]
H. Okamura, S. Hotta Morita, T. Funamoto, M. Ichinokawa, S. Eguchi
Canadian Journal of Fisheries and Aquatic Sciences 999 1-12 Sep 2017 [Refereed]
K. Omae, O. Komori and S. Eguchi
BMC Bioinformatics 18(308) Jul 2017 [Refereed]
K. Omae, O. Komori and S.Eguchi
BMC Medical Genomics 9(53) Aug 2016 [Refereed]
A. Notsu and S. Eguchi
Neural Computation 28(6) 1141-1162 Jun 2016 [Refereed]
Okamura H, Ikeda S, Morita T, Eguchi S.
Proceeding of National Academy of Science 113(14) 3838-3843 Apr 2016 [Refereed]
O. Komori, S. Eguchi, S. Ikeda, H. Okamura, M. Ichinokawa, S. Nakayama
Methods in Ecology and Evolution 7(2) 249-260 Feb 2016 [Refereed]
Takenouchi, Takashi, Komori, Osamu and Eguchi, Shinto
Entropy 17 5673-5694 Aug 2015 [Refereed]
Komori, Osamu, Eguchi, Shinto , Copas, John
Biometrics 71 404-416 Jun 2015 [Refereed]
S. Eguchi, O. Komori, A. Ohara
Entropy 16 3552-3572 Jun 2014 [Refereed]
Notsu, Akifumi Graduate University of Advanced Studies, Komori, Osamu Institute of Statistical Mathematics, Eguchi, Shinto Institute of Statistical Mathematics
Neural Computation 26 421-448 Feb 2014 [Refereed]
Ohara, Atsumi and Eguchi, Shinto
Entropy 15 4732-4747 Nov 2013 [Refereed]
Chen, P., Hung, H., Huang, S-Y.,, Komori, O. and Eguchi, S.
IEEE Journal of Selected Topics in Signal Processing 7 614-624 Aug 2013 [Refereed]
Naito, K. and Eguchi, S.
Machine Learning 90 29-57 Jan 2013 [Refereed]
Takenouchi, T., Komori, O and Eguchi , S.
Neural Computation 24 2789-2824 Jun 2012 [Refereed]
Eguchi, S., Komori, O. and Kato, S.
Entropy 13 1746-1764 Sep 2011 [Refereed]
Komori, O. and Eguchi, S.
BMC Bioinformatics 11 314(1-17) Jun 2010 [Refereed]
Mollah, N., Sultana, N., Minami, M. and Eguchi, S.
Neural Networks 23 2 Mar 2010 [Refereed]
Eguchi, S. and Kato, S.
Entropy 12 262-274 Feb 2010 [Refereed]
John Copas and Shinto Eguchi
Journal of Royal Statistical Society Series B 72 193-217 Jan 2010 [Refereed]
Huang, S.-Y., Yeh, Y.-R.and Eguchi, S.
Neural Computation 21 3179-3213 Nov 2009 [Refereed]
Eguchi, S. and Yanagimoto, T.
Journal of Statistical Planning and Inference 138 3502-3511 Nov 2008 [Refereed]
Kawakita, Masanori Kyushu University, Eguchi, Shinto Institute of Statistical Mathematics
Neural Computation 20 2792-2838 Nov 2008 [Refereed]
Fujisawa, H. and Eguchi, S.
Journal of Multivariate Analysis 99 2053-2081 Oct 2008 [Refereed]
Takenouchi, T. , Eguchi, S., Murata, N. and Kanamori, T.
Neural Computation 20 1596-1630 Jun 2008 [Refereed]
Masayuki Henmi, Ryo Yoshida and Shinto Eguchi
Biometrika 94 985-991 Dec 2007 [Refereed]
Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi and Noboru Murata
Neural Computation 19 2183-2244 Jun 2007 [Refereed]
Masayuki Henmi, John B. and Shinto Eguchi
Biometrics 63 475-482 Jun 2007 [Refereed]
Shinto Eguchi and Takemi Yanagimoto
Journal of Statistical Planning and Inference To appear 2007 [Refereed]
Nurul Haque Mollah, Mihoko Minami and Shinto Eguchi
Neural Computation 18 166-190 2006 [Refereed]
Ryuei Nishii and Shinto Eguchi
Journal of Multivariate Analysis 97 1997-2008 2006 [Refereed]
S. Eguchi and J. Copas
Journal of Multivariate Analysis 97 2034-2040 2006 [Refereed]
T. Fushiki, H. Fujisawaand S. Eguchi
BMC Bioinformatics 7(No.358) 2006 [Refereed]
Misc
Second order efficiency of minimum contrast estimators in a curued exponential family.
S.Eguchi
Annals of Statistics 11(3) 798-803 1983
A characterization of second order efficiency in a curved exponential family.
S.Eguchi
Annals of Institute of Statistical Mathematics 36 A(1) 199-206 1984
A differential geometric approach to Statistical inference on the basis of contrast fanctionals.
S.Eguchi
Hiroshima Mathematical Journal 15(2) 341-391 1985
A projection method of estimation for a subfamily of exponential families.
S. Eguchi.
Ann. Inst. Statist. Math. 38 A(1) 385-398 1986
A unified approach to improper solutions of maximum likelihood estimates.
S. Eguchi
J. Japan Statist. Soc. 19(1) 67-82 1989
Books etc
Spontaneous Learning for Data Distributions via Minimum Divergence
Eguchi, S., A. Notsu, O. Komori (Part:Contributor, One chapter (79-99))
Springer International Publishing Jan 2017 ISBN:978-3-319-47058-0
Path Connectedness on a Space of Probability Density Functions
Eguchi, Shinto Institute of Statistical Mathematics, Komori, Osamu University of Fukui (Part:Contributor)
Oct 2015 ISBN:978-3-319-25040-3
Statistical and machine-learning methods for class prediction in high dimension
Komori, Osamu and Eguchi, Shinto (Part:Contributor)
Apr 2015 ISBN:978-1-4665-5816-8
A novel boosting algorithm for multi-task learning based on the Itakuda-Saito divergence
T Takenouchi, O Komori, S Eguchi (Part:Contributor, 230-237)
AIP Publishing 1641, 230 Jan 2015 ISBN:978-0-7354-1280-4
Geometry on positive definite matrices deformed by V-potentials and its submanifold structure
Ohara, A and Eguchi, S. (Part:Contributor, GSI 2015: Geometric Science of Information pp 615-624)
Springer: New York May 2014 ISBN:978-3-319-05317-2
Information Divergence Geometry and the Application to Statistical Machine Learning
Eguchi, Shinto (Part:Contributor)
Springer International Publishing Nov 2008 ISBN:978-0-387-84816-7
Supervised image classification of multispectral images based on statistical machine learning
CRC Press Nov 2006 ISBN:9781439855966 - CAT# K12625
Statistical inference from observations with censoring and grouping for exponential families
VSP 1993
Mo-ded-fidelity of marimum likelihoad estimation in a curved exponential family
Statistical distributions of test statistics (Narth Halland) 1985
Information Geometry of Predictor Functions in a Regression Model
Eguchi, Shinto Institute of Statistical Mathematics, Omae, Katsuhiro Graduate University of Advanced Studies
Oct 2017
Information Geometry Associated with Generalized Means
Eguchi, Shinto Institute of Statistical Mathematics, Ohara, Atsumi University of Fukui, Komori, Osamu Institute of Statistical Mathematics
Oct 2018
Conference Activities & Talks
Two paradigms in statistical prediction [Invited]
Shinto EGUCHI
The International Conference on Bioinformatics and Biostatistics for Agriculture Health and Environment 21 Jan 2017
Information Geometry associated with two generalized means [Invited]
Shinto EGUCHI
Information Geometry and its applications IV 13 Jun 2016
Information geometry and spontaneous data learning
Eguchi, Shinto Institute of Statistical Mathematics
Workshop on High-Dimensional Statistical Analysis 11 Dec 2015
Path Connectedness on a Space of Probability Density Function
Eguchi, Shinto Institute of Statistical Mathematics, Komori, Osamu University of Fukui
Geometric Science of Information 2015 28 Oct 2015
Spontaneous learning for data distributions via minimum divergence [Invited]
Eguchi, Shinto Institute of Statistical Mathematics
ICMS Workshop on Computational information geometry for image and signal processing 21 Sep 2015
Research Grants & Projects
Local likelihood analysis
Statistical methodology of neural computation
Information geometry and Statistical Inference
Social Contribution
[Chief Editor] Springer Apr 2017
[Editor] International Biometric Society Oct 2015
