Shuhei Mano

Profile Information

Affiliation

Professor, Department of Fundamental Statistical Mathematics, The Institute of Statistical Mathematics

Department of Advanced Studies, Statistical Science Program, The Graduate University for Advanced Studies

Degree

Ph.D.

researchmap Member ID

5000066968

External link

http://www.ism.ac.jp/~smano/index.html

Research Areas

• Natural sciences / Applied mathematics and statistics /
• Informatics / Statistical science /

Research History

• Feb, 2024 - Present

  Professor, Department of Fundamental Statistical Mathematics, The Institute of Statistical Mathematics
• Jan, 2024 - Feb, 2024

  Visitor, School of Mathematics, Monash University
• Apr, 2020 - Feb, 2024

  Professor, Department of Statistical Inference and Mathematics, The Institute of Statistical Mathematics
• Apr, 2010 - Mar, 2020

  Associate Professor, Department of Statistical Inference and Mathematics, The Institute of Statistical Mathematics

Presentations

• Direct sampling from conditional distributions by sequential maximum likelihood estimations

  Shuhei Mano

  Japanese Joint Statistical Meeting 2025, Sep 10, 2025
• A measure-on-graph-valued diffusion: a particle system with collisions and its application

  Shuhei Mano

  8th International Conference on Econometrics and Statistics, Aug 22, 2025 Invited
• Symmetric quantum walks on Hamming graphs and their limit distributions

  Shuhei Mano

  Ritsumeikan Quantum Walk Seminar, Jul 10, 2025 Invited
• A measure-on-graph-valued diffusion: a particle system with collisions and its application

  Shuhei Mano

  14th International Conference on Bayesian Nonparametrics, Jun 24, 2025
• Direct sampling from conditional distributions by sequential maximum likelihood estimations

  Algebraic Statistics 2025, Mar 25, 2025
• A measure-on-graph-valued diffusion: a particle system with collisions and its applications

  Shuhei Mano

  ISI-ISM-ISSAS 2025 Joint Conference, Mar 7, 2025
• Quasi-linear PDEs of first-order in matching prior problems and solving them with differential geometry

  Shuhei Mano

  ISI-ISM-ISSAS 2025 Joint Conference, Mar 6, 2025
• Direct sampling from conditional distributions by sequential maximum likelihood estimations

  Shuhei Mano

  ISI-ISM-ISSAS 2025 Joint Conference, Mar 6, 2025
• Representations in Markov chains and Their Computation

  Shuhei Mano

  NTT-Institute of Fundamental Mathematics "Fundamental Mathematics Seminar", Dec 18, 2024, NTT-Institute of Fundamental Mathematics Invited
• Rational MLE and direct sampling from conditional distributions

  Shuhei Mano

  Reserach Meeting: Privacy Preservation Methodologies for Realization of Safety Data Usage, Dec 13, 2024
• Rational MLE and direct sampling from conditional distributions

  Shuhei Mano

  Trees for Categorical Data Workshop, Oct 22, 2024
• A measure-on-graph valued diffusion: a particle system with collisions and its applications

  Shuhei Mano

  Symposium: New Statistical Science, Sep 23, 2024
• Representation and computation

  Shuhei Mano

  Japanese Joint Statistical Meeting 2024, Sep 4, 2024 Invited
• Sampling from probability distributions associated with toric variety via computational algebra

  Monash Probability and Statistics Seminar, Jan 11, 2024
• A measure-on-graph-valued diffusion: a particle system with collisions and its applications

  The 6th Institute of Mathematical Statistics Asia-Pacific Regional Meeting, Jan 5, 2024 Invited
• A quasi-linear partial differential equation of the first order appears in estimation and the integration with differential geometry

  Shuhei Mano, Masayo Hirose

  Mathematical Society of Japan Autumn Meeting 2022, Sep 23, 2023
• Sampling problems and hypergeometric functions

  10th International Congress on Industrial and Applied Mathematics, Aug 23, 2023
• Modeling exchangeable sequence by mixture of mixture and its application

  6th International Conference on Econometrics and Statistics, Aug 2, 2023 Invited
• Sampling from toric models and hypergeometric functions

  Random Structures & Algorithms 2023, Jun 16, 2023
• Random probability measures and quantum supremacy demonstraion

  Research Meeting: Recent developments in Bayesian statistics, Jan 27, 2023 Invited

Misc.

• Symmetric quantum walks on Hamming graphs and their limit distributions

  Robert Griffiths, Shuhei Mano

  arXiv:2509.26243, Sep, 2025
• グレブナー基底とサンプリング

  数理科学 特集「グレブナー基底のすすめ」, 729, Mar, 2024
• Algebraic algorithm for direct sampling from toric models and hypergeometric functions

  Shuhei Mano, Nobuki Takayama

  arXiv: 2110.14992, Oct, 2021
• Application of computational algebra to a direct sampler

  Nobuki Takayama, Shuhei Mano

  RIMS Kôkyûroku, 2138 64-72, 2019

Papers

• Representations of finite Markov chains and direct sampling

  Shuhei Mano

  Journal of Japan Statistical Society Series J, 55(1) 177-194, Sep, 2025 Peer-reviewedInvited
• Direct sampling from conditional distributions by sequential maximum likelihood estimations

  Shuhei Mano

  Journal of Algebraic Statistics, 2025 Peer-reviewed
• Asymptotic bias reduction of maximum likelihood estimates via penalized likelihoods with differential geometry

  Masayo Y. Hirose, Shuhei Mano

  Bernoulli, 2025 Peer-reviewed
• Asymptotic UMVUE: Asymptotic moments matching the UMVUE under the Ewens sampling formula

  Masayo Y. Hirose, Shuhei Mano

  Calcutta Statistical Association Bulletin, 75(2) 197-219, Jun, 2023 Peer-reviewed
• A measure-on-graph-valued diffusion: A particle system with collisions and its applications

  Shuhei Mano

  Mathematics, Special Issue Random Combinatorial Structures, 10(21) 4081, Nov 2, 2022 Peer-reviewed
• A nonparametric method to assess the significance of events in the search for gravitational waves with false discovery rate

  Hirotaka Yuzurihara, Shuhei Mano, Hideyuki Tagoshi

  Progress of Theoretical and Experimental Physics, 2021(12) 123F01, Dec 28, 2021 Peer-reviewed
• Parameter estimation of generalized beta distributions and its application to a historical tsunami magnitude dataset

  Shuhei Mano, Masaaki Sibuya

  Pioneering Works on Extreme Value Theory, In Honor of Professor Masaaki Sibuya, 1-26, May, 2021 Peer-reviewed
• Bayesian curve fitting for discontinuous functions using an overcomplete system with multiple kernels

  Youngseon Lee, Shuhei Mano, Jaeyong Lee

  Journal of the Korean Statistical Society, 49(2) 516-536, Jun, 2020 Peer-reviewed
• Partition structure and the A-hypergeometric distribution associated with the rational normal curve

  Shuhei Mano

  Electronic Journal of Statistics, 11(2) 4452-4487, Nov, 2017 Peer-reviewed
• Extreme sizes in the Gibbs-type exchangeable random partitions

  Shuhei Mano

  Annals of the Institute of Statistical Mathematics, 69(1) 1-37, Feb, 2017 Peer-reviewed
• Unveiling linearly and nonlinearly correlated signals between gravitational wave detectors and environmental monitors

  Hirotaka Yuzurihara, Kazuhiro Hayama, Shuhei Mano, Didier Verkindt, Nobuyuki Kanda

  Physical Review D, 94(4) 042004, Aug 29, 2016 Peer-reviewed
• The star-shaped Λ-coalescent and Fleming-Viot process

  Robert C. Griffiths, Shuhei Mano

  Stochastic Models, 32(4) 606-631, Jun, 2016 Peer-reviewed

Books and Other Publications

• Pioneering Works on Extreme Value Theory, In Honor of Professor Masaaki Sibuya

  Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura (Role: Joint editor)

  Springer, 2021 (ISBN: 9789811607684)
• Pioneering Works on Distribution Theory, In Honor of Professor Masaaki Sibuya

  Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura (Role: Joint editor)

  Springer, 2020 (ISBN: 9789811596636)
• Partitions, Hypergeometric Systems, and Dirichlet Processes in Statistics

  Shuhei Mano

  Springer, 2018 (ISBN: 9784431558880)

Committee Memberships

• Apr, 2023 - Present

  Associate Editor, Japanese Journal of Statistics and Data Science
• Jan, 2020 - Present

  Associate Editor, Journal of the Korean Statistical Society
• Jul, 2015 - Present

  Associate Editor, Annals of the Institute of Statistical Mathematics
• 2000 - Present

  Mathematical Reviews Reviewer, American Mathematical Society
• Jun, 2020 - Jun, 2024

  Associate Editor, Japanese Journal of Applied Statistics
• Mar, 2018 - Feb, 2019

  Regional delegate, Mathematical Society of Japan
• Jun, 2015 - Jun, 2017

  Trustee for general affairs, Japan Statistical Society

Teaching Experience

• Sep, 2020 - Present

  Special Lecture on Statistics (Rikkyo University)
• Apr, 2024 - Jul, 2025

  Applied Mathematics (Chuo University)
• Sep, 2016 - Mar, 2025

  Statistical Mathematics (Keio University)
• Sep, 2020 - Mar, 2021

  Linear Algebra (Waseda University)
• Jan, 2020

  Computational Mathematics (Kobe University)

Professional Memberships

• International Society for Bayesian Analysis
• Institute of Mathematical Statistics
• THE MATHEMATICAL SOCIETY OF JAPAN
• Bernoulli Society for Mathematical Statistics and Probability
• THE PHYSICAL SOCIETY OF JAPAN
• THE JAPAN STATISTICAL SOCIETY

Awards

• Sep, 2024

  18th Research Achievement Prize, Japan Statistical Society, Japanese Statistical Society

Research Projects

• Representations of discrete random structures, exact sampling, and applications to quantum computing

  Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2024 - Mar, 2028