Mathematical Modeling & Algorithms

University of Tsukuba

Tetsuya Sakurai

櫻井 鉄也

Executive Research Director, Center for Artificial Intelligence Research (C-AIR) Professor, Department of Computer Science University of Tsukuba

Research fieldsResearch Fields

  • Artificial Intelligence (AI)
  • Machine Learning
  • Mathematical Algorithms
  • Data Science

TopicsResearch Topics

  • Latent Space Analysis

    Reading the internal structure of high-dimensional data.

  • Privacy Enhanced AI Algorithms

    Learning from data while keeping it protected.

  • Algorithms for deep neural networks (DNNs)

    Numerical methods that make training faster and more stable.

  • Parallel algorithms for large-scale eigenvalue problems

    Solving very large eigenvalue problems on parallel machines.

  • AI Applications

    Medical and Healthcare, Material, Smart Factory, Smart City.

CollaborationCollaboration

PublicationsPublications

AwardAward

2018 Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology