UMEZU Yuta

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Assistant Professor

Graduating School

  • 2005.04
    -
    2011.03

    Kyushu University   Faculty of Science   Graduated

Graduate School

  • 2013.04
    -
    2016.03

    Kyushu University    Doctor's Course  Completed

  • 2011.04
    -
    2013.03

    Kyushu University    Master's Course  Completed

External Career

  • 2017.01
    -
    Now

      Assistant Professor  

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Statistical science

 

Papers

  • Selective Inference for Sparse High-Order Interaction Models

    Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi

    Proceedings of the 34th International Conference on Machine Learning (ICML2017)     2017.08  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Ridge-type regularization method for questionnaire data analysis

    Yuta Umezu, Hidetoshi Matsuoka, Hiroshi Ikeda, Yoshiyuki Ninomiya

    Pacific Journl of Mathematics for Industry     2016.08  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Defect rate evaluation via simple active learning

    Yuta Umezu, Hidetoshi Matsuoka, Hiroshi Ikeda, Yoshiyuki Ninomiya

    Pacific Journal of Mathematics for Industry     2015.11  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

Presentations

  • Selective Inference for Sparse Hig-Order Interaction Models

    Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi

    The 34th International Conference on Machine Learning  (Sydney, Australia)  2017.08  -  2017.08 

  • Post Selection Inference with Kernels

    Makoto Yamada, Yuta Umezu, Kenji Fukumizu, Ichiro Takeuchi

    10th International Conference on Multiple Comparison Procedures  (Riverside, California, USA)  2017.06  -  2017.06 

  • Selective Inference for Predictive Pattern Mining

    Ichiro Takeuchi, Shinya Suzumura, Yuta Umezu, Koji Tsuda

    10th International Conference on Multiple Comparison Procedures  (Riverside, California, USA)  2017.06  -  2017.06