AOSHIMA Makoto

Affiliation
Institute of Pure and Applied Sciences
Official title
Professor
ORCID
0000-0002-3791-7977
URL
Email
/2@D9:>2Tc_>2E9]EDF<F32]24];Aj
Office
Aoshima Laboratory
Research fields
Statistical science
Foundations of mathematics/Applied mathematics
Research keywords
Statistical Science
Ultra-High Dimensional Data
Large Complex Data
High-Dimensional Statistical Analysis
Deep Learning
Next-Generation Sequencing Data
HDLSS
Principal Component Analysis
Classification
Asymptotic Theory
Research projects
Advancement and Expansion of Theories and Methodologies for Large-Scale Complex Data2025 -- 2029Makoto Aoshima日本学術振興会/基盤研究 (A)45,760,000Yen
統計的推定における高次の大偏差有効性に関する研究2025 -- 2029赤平 昌文日本学術振興会/基盤研究(C) (分担者)
人工知能に基づく非線形高次元小標本データ解析とその社会的応用2024 -- 2026イリチュ 美佳日本学術振興会/基盤研究(C) (分担者)
非線形特徴量に基づく新たな高次元統計理論の開発とその応用2022-04 -- 2026-03YATA KazuyoshiJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C)
Developments of statistical compression technology for massive data having tensor structures2022 -- 2024AOSHIMA MakotoJapan Society for the Promotion of Science/Grant-in-Aid for Challenging Research (Exploratory)6,370,000Yen
Innovative Developments of Theories and Methodologies for Large Complex Data2020-04 -- 2025-03AOSHIMA MakotoJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (A)44,460,000Yen
Introduction of general causality to various observations and the innovation for its optimal statistical inference2018-06 -- 2023-03TANIGUCHI MasanobuJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (S)
Analysis of 3-Way Time Series High-Dimension Low-Sample Size Data and Its Applications2020 -- 2022SATO-ILIC MikaJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C)
Research on Bayes inference in non-regular models in a wide sense2019-04 -- 2024-03AKAHIRA MasafumiJapan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C)
Tackling individualized modeling with ultra-high dimensional data2019-06 -- 2022-03AOSHIMA MakotoJapan Society for the Promotion of Science/Grant-in-Aid for Challenging Research (Exploratory)6,240,000Yen
more...
Career history
1992 -- 1994Tokyo University of ScienceAssistant Professor
1994 -- 1999Tokyo Gakugei UniversityAssociate Professor
1999 -- 2006University of TsukubaAssociate Professor
2007 -- (current)University of Tsukuba教授
Academic background
-- 1986Tokyo University of Science Faculty of Science 応用数学
-- 1992Tokyo University of Science Graduate School, Division of Natural Science 数学
Degree
Doctor of ScienceTokyo University of Science
Academic societies
-- (current)Institute of Mathematical Statistics
-- (current)International Statistical Institute
-- (current)THE JAPAN STATISTICAL SOCIETY
-- (current)日本数学会
Honors & Awards
2026第20回日本統計学会春季集会 ポスターセッション 優秀発表賞
2026第20回日本統計学会春季集会 ポスターセッション 学生優秀発表賞
2025数学・数理科学専攻若手研究者のための異分野・異業種研究交流会2025　ベストポスター発表賞
2025筑波大学茗渓会賞
2025筑波大学数理物質科学研究群長賞
20242024年度統計関連学会連合大会　コンペティションセッション優秀報告賞
2024筑波大学学長表彰
2024筑波大学校友会江崎賞
2023Best Faculty Member Award (Research): 筑波大学
2023筑波大学校友会江崎賞
2022日本統計学会小川研究奨励賞
2022Best Faculty Member Award (Research)
2021日本計算機統計学会奨励賞
2021応用統計学会奨励論文賞
2020Awards for Science and Technology (Research Category): the Minister of Education, Culture, Sports, Science and Technology
2020令和1年度筑波大学数理物質科学研究科研究科長賞
2020筑波大学茗渓会賞
2019Abraham Wald Prize in Sequential Analysis
2019Tokyo Academy of Physics Award: Tokyo University of Science
2019日本統計学会統計教育賞
20192019年度統計関連学会連合大会　コンペティションセッション優秀報告賞
2019第13回日本統計学会春季集会　ポスターセッション優秀発表賞
2019筑波大学校友会江崎賞
2018-02Best Faculty Member Award (Research)
2018数学・数理科学専攻若手研究者のための異分野・異業種研究交流会2018　ベストポスター発表賞
more...
Articles
Books
  • 高次元の統計学
    青嶋 誠; 矢田 和善
    共立出版, 2019-04
  • Book review of "Multistage Selection and Ranking Procedures : Second-Order Asymptotics, Mukhopadhyay and Solanky, Marcel Dekker, Inc.(1994)"
    青嶋 誠
    J. Japan Statist. Soc. J. Japan Statist. Soc., 1995-01
  • 多変量解析
    青嶋 誠
    数理情報科学事典　数理情報科学事典　朝倉書店, 1995-01
  • 電子情報通信基礎
    青嶋 誠
    知識ベース, 2010-01
  • Multivariate Statistical Analysis in Honor of Professor Minoru Siotani, Vol. 3
    Hayakawa; T.; Aoshima; M.; Shimizu; K.; +青嶋 誠
    American Sciences Press, 1997-01
  • Multivariate Statistical Analysis in Honor of Professor Minoru Siotani, Vol. 2
    Hayakawa; T.; Aoshima; M.; Shimizu; K.; +青嶋 誠
    American Sciences Press, 1996-01
  • Multivariate Statistical Analysis in Honor of Professor Minoru Siotani, Vol. 1
    Hayakawa; T.; Aoshima; M.; Shimizu; K.; +青嶋 誠
    American Sciences Press, 1995-01
  • Recent Advances in Statistical Inference- in Honor of Professor Masafumi Akahira
    Aoshima M.
    Taylor & Francis, 2010-01
Conference, etc.
  • 高次元小標本の統計学－次元の呪いを超えて (基調講演)
    青嶋 誠
    CREST １細胞数理 第3回会合/2026-03-16
  • 総合討論
    青嶋 誠
    日本学術会議公開シンポジウム「AI時代における統計科学・データサイエンスの役割と挑戦－公平性、信頼性、解釈可能性、AIガバナンスの観点から」/2026-2-17
  • AIの不確実性への挑戦－高次元小標本の統計学からのアプローチ
    青嶋 誠
    日本学術会議公開シンポジウム 「AI時代における統計科学・データサイエンスの役割と挑戦－公平性、信頼性、解釈可能性、AIガバナンスの観点から」/2026-02-17
  • Automatic sparse estimation of high-dimensional covariance matrices
    UMINO Tetsuya; YATA Kazuyoshi; AOSHIMA Makoto
    Joint Meetings of 2025 Taipei International Statistical Symposium and the 13th ICSA International Conference/2025-12-20
  • Asymptotic properties of change point detection in high-dimensional data with a strongly spiked eigenvalue structure
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    The 19th International Joint Conference CFE-CMStatistics/2025-12-14
  • 高次元小標本の統計学
    青嶋 誠
    中央大学理工学研究所2025年度第1回特別講演会/2025-10-28
  • Asymptotic properties of kernel k-means and its comparison with conventional k-means in high-dimensional settings
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    The 29th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES-2025)/2025-09-10
  • Asymptotic properties of change point detection in high dimensional settings
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    The 8th International Conference on Econometrics and Statistics (EcoSta 2025)/2025-08-22
  • Sparse estimation of cross-covariance matrices in high-dimension, low-sample-size settings
    YATA Kazuyoshi; UMINO Tetsuya; AOSHIMA Makoto
    The 8th International Conference on Econometrics and Statistics (EcoSta 2025)/2025-08-22
  • Outlier detection for high-dimensional data by principal component analysis
    NAKAYAMA Yugo; YATA Kazuyoshi; AOSHIMA Makoto
    The 8th International Conference on Econometrics and Statistics (EcoSta 2025)/2025-08-22
  • Correlation tests for high-dimensional noisy data
    ISHII Aki; IWANA Yumu; YATA Kazuyoshi; AOSHIMA Makoto
    The 8th International Conference on Econometrics and Statistics (EcoSta 2025)/2025-08-22
  • High-dimension, low-sample-size analysis: automatic sparse estimation and geometric insights in non-sparse spiked models (Keynote Speech)
    AOSHIMA Makoto
    The 8th International Conference on Econometrics and Statistics (EcoSta 2025)/2025-08-21
  • Sparse estimation of high-dimensional cross-covariance matrices and its applications
    YATA Kazuyoshi; UMINO Tetsuya; Aoshima Makoto
    International Chinese Statistical Association 2025 China Conference/2025-06-28
  • Asymptotic properties of k-means and its bias correction under high dimensional settings
    Kento Egashira; Kazuyoshi Yata; Makoto Aoshima
    18th International Joint Conference on Computational and Financial Econometrics and Computational and Methodological Statistics/2024-12-15
  • Statistical inference on high-dimensional covariance structures under the SSE models
    Ishii Aki; Iwana Yumu; YATA Kazuyoshi; Aoshima Makoto
    International Symposium on Theories, Methodologies and Applications for Large Complex Data/2024-12-04
  • Asymptotic properties of k-means and its modification under high dimensional settings
    Egashira Kento; YATA Kazuyoshi; Aoshima Makoto
    The 2nd Joint Conference on Statistics and Data Science in China/2024-07-13
  • Asymptotic properties of hierarchical clustering for high-dimensional data
    Egashira Kento; YATA Kazuyoshi; Aoshima Makoto
    The 8th International Workshop in Sequential Methodologies/2024-05-24
  • Asymptotic properties of high-dimensional PCA and its application
    YATA Kazuyoshi; Aoshima Makoto
    The 8th International Workshop in Sequential Methodologies/2024-05-24
  • Inference on high-dimensional mean vectors by the data transformation technique
    YATA Kazuyoshi; AOSHIMA Makoto
    IMS Asia Pacific Rim Meeting 2024/2024-01-07
  • Asymptotic properties of kernel k-means under high dimensional settings
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    IMS Asia Pacific Rim Meeting 2024/2024-01-07
  • Asymptotic properties of kernel k-means for high dimensional data
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    International Symposium on Recent Advances in Theories and Methodologies for Large Complex Data/2023-12-07
  • Non-Sparse Modeling for High-Dimensional Data (Special Invited)
    Aoshima Makoto
    Statistische Woche 2023/2023-09-12
  • Quadratic classifiers for high-dimensional noisy data
    ISHII Aki; YATA Kazuyoshi; AOSHIMA Makoto
    The 6th International Conference on Econometrics and Statistics/2023-08-02
  • Estimation of the strongly spiked eigenstructure in high-dimensional settings
    矢田 和善; ISHII Aki; AOSHIMA Makoto
    The 6th International Conference on Econometrics and Statistics/2023-08-01
  • Asymptotic behaviors of k-means under high dimensional settings
    EGASHIRA Kento; YATA Kazuyoshi; AOSHIMA Makoto
    The 6th International Conference on Econometrics and Statistics/2023-08-01
  • more...
Intellectural property rights
  • スクリーニング装置
    青嶋誠　; 矢田 和善; 坂本浩隆
Teaching
2025-10 -- 2026-02Mathematical Statistics IIUniversity of Tsukuba.
2025-04 -- 2025-08Mathematical Statistics IUniversity of Tsukuba.
2025-04 -- 2025-08Mathematical StatisticsUniversity of Tsukuba.
2025-10 -- 2026-02Seminar on MathematicsUniversity of Tsukuba.
2025-04 -- 2025-08Seminar on MathematicsUniversity of Tsukuba.
2025-10 -- 2026-02Research in Mathematics of Information VBUniversity of Tsukuba.
2025-04 -- 2025-08Research in Information Mathematics VBUniversity of Tsukuba.
2025-10 -- 2026-02Research in Information Mathematics VAUniversity of Tsukuba.
2025-04 -- 2025-08Research in Mathematics of Information VAUniversity of Tsukuba.
2025-10 -- 2026-02Research in Mathematics of Information IVBUniversity of Tsukuba.
more...
Talks
  • 高次元の統計学
    青嶋 誠
    筑波大学公開講座「身近な数学」/2025-07-19
  • 筑波大学数理科学研究コアの活動と成果
    青嶋 誠
    経団連数理活用産学連携イニシアティブ「日本の数理科学拠点における活動紹介」/2022
  • AIMaP協力拠点成果
    青嶋 誠
    文部科学省委託事業AIMaP公開シンポジウム「数学イノベーションは社会を変革できるか～AIMaP成果と今後の戦略的展開～」/2022
  • 統計リテラシーのすすめ
    青嶋 誠
    茨城県立並木中等教育学校「数学特別講座」/2013-12-14
  • 高次元小標本のデータ科学
    青嶋 誠
    筑波大学附属駒場高校「数学特別講座」/2012-12-11
  • 高次元小標本の統計学
    青嶋 誠
    統計数理研究所共同研究集会「統計サマーセミナー2010」/2010-08-02
Professional activities
2026 -- (current)マス・フォア・インダストリ・プラットフォーム（MfIP）アドバイザリー委員
2025 -- (current)Japanese Federation of Statistical Science AssociationsDirector-General
2025 -- (current)THE JAPAN STATISTICAL SOCIETYDirector-General
2025 -- (current)統計質保証推進協会企画委員会委員, 事業委員会委員, 文部科学大臣賞審査委員会委員
2025 -- (current)The Mathematical Society of JapanICM2030招致委員会委員
2025 -- (current)異分野異業種研究交流会運営委員会委員
2024 -- (current)統計数理研究所運営会議　副会長
2024 -- (current)統計数理研究所人事委員会委員
2023 -- (current)Science Council of JapanElected Member
2023 -- (current)Kyoto University, Research Institute for Mathematical Sciences (RIMS)Advisory Board
more...
University Management
2017 -- (current)Research Core for Mathematical SciencesDirector
2020 -- 2022つくば・地域連携推進室

(Last updated: 2026-04-17)