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Khan Emtiyaz  Khan Emtiyaz

ORCIDConnect your ORCID iD *help
Researcher Number 30858022
Other IDs
Affiliation (Current) 2025: 国立研究開発法人理化学研究所, 革新知能統合研究センター, チームディレクター
Affiliation (based on the past Project Information) *help 2020 – 2023: 国立研究開発法人理化学研究所, 革新知能統合研究センター, チームリーダー
Review Section/Research Field
Principal Investigator
Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords
Principal Investigator
active learning / reinforcement learning / lifelong learning / adaptation / Bayesian principles / Continual Learning / Deep Learning / deep learning / continual learning / Lifelong learning / Bayesian deep learning / Continual learning … More
Except Principal Investigator
… More GPU / 線形代数ライブラリ / 分散深層学習 / 2次最適化 / クロネッカー因子分解 / 継続学習 / 2次最適化 / LU分解 / H行列 / 階層的低ランク近似 / 密行列の高速解法 / テンソルコア / 行列分解 / 深層学習 / 階層的低ランク近似法 Less
  • Research Projects

    (2 results)
  • Research Products

    (5 results)
  • Co-Researchers

    (4 People)
  •  Application of Unconventional Linear Algebra Techniques to Continuous Learning in Supergiant Neural Networks

    • Principal Investigator
      Yokota Rio
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Challenging Research (Pioneering)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      Tokyo Institute of Technology
  •  Life-Long Deep Learning using Bayesian PrinciplesPrincipal Investigator

    • Principal Investigator
      Khan Emtiyaz
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Institute of Physical and Chemical Research

All 2021 2020

All Journal Article Presentation

  • [Journal Article] Knowledge-Adaptation Priors2021

    • Author(s)
      Khan, Mohammad Emtiyaz E and Swaroop, Siddharth
    • Journal Title

      Advances in Neural Information Processing Systems

      Volume: 34

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H04247
  • [Journal Article] Continual deep learning by functional regularization of the memorable past2020

    • Author(s)
      Pan, P., Swaroop, S., Immer, A., Eschenhagen, R., Turner, R. and Khan, M. E.
    • Journal Title

      Advances in Neural Information Processing Systems

      Volume: 374 Pages: 4453-4464

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H04247
  • [Presentation] K-priors: A General Principle of Adaptation2021

    • Author(s)
      Mohammad Emtiyaz Khan
    • Organizer
      KDD 2021 Workshop on Model Mining
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04247
  • [Presentation] K-priors: A General Principle of Adaptation2021

    • Author(s)
      Mohammad Emtiyaz Khan
    • Organizer
      ICML 2021 workshop on Theory of Continual Learning
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04247
  • [Presentation] Adaptive and Robust (Deep) Learning with Bayes2021

    • Author(s)
      Mohammad Emtiyaz Khan, Dharmesh Tailor, Siddharth Swaroop
    • Organizer
      NeurIPS 2021 Bayesian deep learning workshop
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04247
  • 1.  Yokota Rio (20760573)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  大島 聡史 (40570081)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  伊田 明弘 (80742121)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  Alquier Pierre (10865645)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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