School of Mathematics, Statistics and Physics

PGR Profiles

Takuo Matsubara

  • PGR - Statistics
  • Email: tmatsubara@turing.ac.uk
  • Address: The Alan Turing Institute, British Library, 96 Euston Road, London NW1 2DB

Education:

  • PhD in School of Mathematics, Statistics and Physics, Newcastle University
  • Doctoral Student, The Alan Turing Institute
  • M.Eng. in Department of Electrical Engineering and Bioscience, Waseda University
  • B.Eng. in Department of Electrical Engineering and Bioscience, Waseda University

 Research interests:

  • Bayesian Statistics,
  • Statistical Machine Learning,
  • Probabilistic Numerics,
  • Reproducing Kernel Hilbert Space

Project information:

  • Bayesian quadrature of neural networks

Workshop Presentations:

  • Sonoda S., Ishikawa I., Ikeda M., Hagihara K., Sawano Y.,Matsubara T., Murata N. “An explicit expression for the global minimizer network“ Poster Presentation at Deep Learning Theory Workshop of The 35th International Conference on Machine Learning, July 2018, Stockholm, Sweden
  • Matsubara T., Sonoda S., Murata N. “New Learning Algorithm of Neural Network Using Integral Representation and Kernel Herding” Oral Presentation at The 28th Infomation-Based Induction Sciences and Machine Learning, Mar. 2017, Tokyo, Japan
  • Shimada T., Matsubara T., Sonoda S., Murata N., Ortal P., Kato S. “CNN Brake Scene Recognition with LiDAR” Poster Presentation at The 18th Infomation-Based Induction Sciences Workshop, Nov. 2015, Ibaraki, Japan