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Home›Data center›Researcher database›Aoshima Makoto

教授

Aoshima Makoto

青嶋 誠

University of Tsukuba · Faculty of Pure and Applied Sciences

Affiliation
University of Tsukuba · Faculty of Pure and Applied Sciences
Research keywords
統計科学，大規模複雑データ，高次元統計解析，漸近理論
Research fields
Statistical science, Informatics, Mathematics, General mathematics (including Probability theory/Statistical mathematics), Fundamental theory of informatics, Information science, computer engineering, and related fields, Mathematics and Physics, Science, Science and Engineering, Integrated Science and Innovative Science, Integrated Disciplines, Comprehensive Fields, Complex systems
Funded projects
40 grants · latest 2025

Recent work

  • Automatic sparse estimation of the high-dimensional cross-covariance matrix（2026）
  • Correlation tests for high-dimensional data under the strongly spiked eigenvalue model（2026）
  • Asymptotic Properties of Kernel K-means and Its Comparison with Conventional K-means in High-Dimensional Settings（2025）
  • Automatic Sparse PCA for High-Dimensional Data（2025）
  • 高次元統計解析で探る銀河の分子ガスの物理状態と天文学への展望（2024）

Funded projects

  • 大規模複雑データの理論と方法論の深化と展開（2025）
  • 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）
  • 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）
  • 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）
  • テンソル構造をもつ巨大データの統計的圧縮技術の開発（2022）

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