Rchr
J-GLOBAL ID:201901021326859519   Update date: Jul. 03, 2021

Takahashi Chako

Takahashi Chako
Affiliation and department:
Job title: 助教
Research field  (1): Soft computing
Research theme for competitive and other funds  (3):
  • 2021 - 2025 統計力学的解析に基づく敵対的機械学習の理論基盤の確立
  • 2020 - 2022 統計力学的近似と解析に基づく量子機械学習の理論および実装法の構築
  • 2017 - 2020 統計力学的近似理論を用いた確率的深層学習アルゴリズムの開発
Papers (7):
Books (2):
  • 量子コンピュータによる機械学習
    共立出版 2020 ISBN:9784320124622
  • Sparse Modeling: Theory, Algorithms, and Applications
    2019 ISBN:9784906768738
Lectures and oral presentations  (18):
  • Statistical-mechanical analysis of restricted Boltzmann machine with transverse field
    (Adiabatic Quantum Computing Conference 2019 (AQC-19) 2019)
  • 適応 Thouless-Anderson-Palmer 近似による勾配法を用いた制限ボルツマンマシンの学習
    (情報系 Winter Festa Episode 4 2018)
  • Learning restricted Boltzmann machine via the adaptive Thouless-Anderson-Palmer mean-field approximation
    (Statistical Physics of Disordered Systems and Its Applications (SPDSA2018) 2018)
  • 適応 Thouless-Anderson-Palmer 近似による勾配法を用いた制限ボルツマンマシンの学習
    (第21回情報論的学習理論ワークショップ (IBIS2018) テクニカルトラック 2018)
  • 統計的機械学習への発展的な平均場近似の応用
    (第30回RAMPシンポジウム (RAMP2018) 2018)
more...
Professional career (1):
  • 博士(情報科学) (東北大学)
Work history (1):
  • 2020/04 - 現在 Toyohashi University of Technology Graduate School of Engineering Department of Computer Science and Engineering Assistant Professor
Committee career (2):
  • 2021/04 - 2022/03 The 8th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2021) Program Committee
  • 2020/04 - 2021/03 The 7th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2020) Program Committee
Association Membership(s) (1):
The Physical Society of Japan
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