Publications and Preprints 🔗

  1. Teshima, T.*, Ishikawa, I.*, Tojo, K., Oono, K., Ikeda, M., and Sugiyama, M.,
    Coupling-based invertible neural networks are universal diffeomorphism approximators. Thirty-fourth Conference on Neural Information Processing Systems, accepted (NeurIPS 2020).
    * Equal contribution. Oral presentation (one of the 105 orals among the 1900 accepted papers; paper acceptance rate 20.1%, oral acceptance rate 1.1%).

    Pre-proceedings code (figure) slides Conference session
  2. Fujisawa, M., Teshima, T., and Sato, I.,
    γ-ABC: Outlier-robust approximate bayesian computation based on robust divergence estimator. arXiv:2006.07571 [stat.ML].
    preprint (arXiv)
  3. Kato, M. and Teshima, T.,
    Non-negative Bregman divergence minimization for deep direct density ratio estimation. arXiv:2006.06979 [cs.LG].
    preprint (arXiv)
  4. Kato, M., Teshima, T., and Honda, J.,
    Learning from positive and unlabeled data with a selection bias. Seventh International Conference on Learning Representations, 2019 (ICLR 2019).
    paper
  5. Teshima, T., Xu, M., Sato, I., and Sugiyama, M.,
    Clipped matrix completion: a remedy for ceiling effects. Thirty-Third AAAI Conference on Artificial Intelligence, 2019 (AAAI-19).
    paper supplementary code slides

Poster presentations (not refereed) 🔗

  1. Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
    December 07, 2020  Online   NeurIPS 2020 poster

Selected Talks 🔗

  1. 打ち切り行列補完:天井効果への処方箋 (in Japanese)
    January 11, 2019  Kawasaki, Japan  Toshiba R&D Center

Work Experiences 🔗

Education 🔗

Awards and Grants 🔗

  • Masason Foundation regular member
  • (Jul 2020 - present)
  • UTokyo Toyota-Dwango AI scholarship (merit-based)
  • (Apr 2020 - Mar 2021)
  • Academic Research Grant for GSFS Doctor Course Students
  • (1 Jun 2019 - 30 Nov 2019)
  • Masason Foundation associate member
  • (1 Jul 2019 - Jun 2020)
  • UTokyo Toyota-Dwango AI scholarship (merit-based)
  • (Apr 2019 - Mar 2020)
  • Full exemption of repayment of Type I scholarship for excellent performance, Japan Student Services Organization (JASSO)
  • (2019)
  • Deans' Award for Outstanding Achievement (Master Course; Graduate School of Frontier Sciences)
  • (20 Mar 2019)
  • UTokyo Toyota-Dwango AI scholarship (merit-based)
  • (Sep 2017 - Mar 2018)

    Selected Certificates and Licenses 🔗

    Other Professional Activities 🔗