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J-GLOBAL ID：200901076140730739   Update date: Oct. 12, 2024

Tanaka Kazuyuki

タナカ カズユキ | Tanaka Kazuyuki
Affiliation and department：
Tohoku University Graduate School of Information Sciences Department of Applied Information Sciences Information and Applied Technology Physical Flucutuomatics

About Tohoku University Graduate School of Information Sciences Department of Applied Information Sciences Information and Applied Technology Physical Flucutuomatics


Job title： Professor
Homepage URL  (2)： https://www.smapip.is.tohoku.ac.jp/~kazu/index-j.html ,  https://www.smapip.is.tohoku.ac.jp/~kazu/index-e.html
Research field  (4)： Mathematical physics and basic theory ,  Intelligent informatics ,  Statistical science ,  Information theory
Research keywords  (8)： statistical science ,  mathematical science ,  Bayesian network ,  massive statistical model ,  probabilistic inference ,  image processing ,  statistical method ,  probabilistic information processing
Research theme for competitive and other funds  (19)：
  • 2022 - 2025 Realizations and practical applications of quantum statistical machine learning theory with navigation functions
  • 2018 - 2021 量子統計的機械学習システム設計理論の創出とその実践
  • 2013 - 2018 Extraction of latent structure by sparse modeling
  • 2013 - 2017 非加算的体積とエントロピーによるコミュニティ抽出の確率的計算モデル設計理論
  • 2005 - 2017 量子力学的ゆらぎを伴うベイジアンネットシステムの設計理論の構築
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Papers (158)：
  • Takehito Sato, Masayuki Ohzeki, Kazuyuki Tanaka. Assessment of image generation by quantum annealer. Scientific Reports. 2021. 11. 1. 13523-1-13523-8
  • Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka. Teacher-Student Learning for a Binary Perceptron with Quantum Fluctuations. Journal of the Physical Society of Japan. 2021. 90. 7. 074002-1-074002-11
  • Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka. Mean field analysis of reverse annealing for code-division multiple-access multiuser detection. Physical Review Research. 2021. 3. 3. 033006-1-033006-22
  • Ami S. Koshikawa, Masayuki Ohzeki, Tadashi Kadowaki, Kazuyuki Tanaka. Benchmark Test of Black-box Optimization Using D-Wave Quantum Annealer. Journal of the Physical Society of Japan. 2021. 90. 6. 064001-1-064001-8
  • Shuntaro Okada, Masayuki Ohzeki, Kazuyuki Tanaka. Efficient Quantum and Simulated Annealing of Potts Models Using a Half-hot Constraint. Journal of the Physical Society of Japan. 2020. 89. 9. 094801-1-094801-15
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MISC (127)：
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Patents (1)：
  • 能力推定システムおよび方法ならびにプログラムおよび記憶媒体
Books (15)：
  • Sublinear Computation Paradigm ---Algorithmic Revolution in the Big Data Era---
    Springer 2021
  • Statistical Modeling on Image Processing ---Approaches from Probabilistic Model and Sparse Modeling---
    Kyoritsu Shuppan Co., Ltd. 2018 ISBN:9784320111233
  • Encyclopedia of Artificial Intelligence
    Kyoritsu Co. Ltd. 2017 ISBN:9784320124202
  • Probabilistic Graphical Model
    Kyoritsu Shuppan Co., Ltd. 2016
  • Computer Vision and Image Media 3 --Bundle Adjustment, ICP, Bag-of-Features, Nearest Neighbor Search, Stochastic Image Processing--
    Advanced Communication Media CO., Ltd. 2010 ISBN:9784915851407
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Lectures and oral presentations  (30)：
  • Adaptive Quantum Monte Carlo method for a class of non-stoquastic Hamiltonian by using D-Wave machine
    (The Third D-Wave Qubits North America Users Conference (25-28 September, 2018, Knoxville, TN 37902, USA))
  • Statistical-mechanical analysis of restricted Boltzmann machine with transverse field
    (Adiabatic Quantum Computing 2019 (AQC-19) 2019)
  • Mean-field analysis of quantum error-correcting codes with non-stoquastic Hamiltonian
    (Adiabatic Quantum Computing 2019 (AQC-19) 2019)
  • Acceleration of adaptive quantum Monte Carlo Sampling for a class of non-stoquastic Hamiltonian by using D-Wave 2000Q
    (Adiabatic Quantum Computing Conference 2018 (25-28 June, 2018, NASA Conference Center, Building 3 Moffett Field, CA 94035, USA))
  • Deep neural network detects quantum phase transition in d-wave 2000Q
    (Adiabatic Quantum Computing Conference 2018 (25-28 June, 2018, NASA Conference Cen ter, Building 3 Moffett Field, CA 94035, USA))
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Education (3)：
  • - 1989 Tohoku University Graduate School, Division of Engineering 電子工学専攻
  • - 1986 Tohoku University Graduate School, Division of Engineering 電子工学専攻
  • - 1984 Tohoku University Faculty of Engineering 電子工学科
Professional career (2)：
  • 工学博士 (Tohoku University)
  • 工学修士 (Tohoku University)
Work history (6)：
  • 2007/04 - 現在 Tohoku University Graduate School of Information Sciences Professor
  • 1999/04 - 2007/03 Tohoku University Graduate School of Information Sciences Associate Professor
  • 1994/07 - 1999/03 Muroran Institute of Technology Department of Computer Science and Systems Engineering Associate Professor
  • 1997/03 - 1998/02 University of Glasgow Department of Statistics Honorary Research Fellow
  • 1993/06 - 1994/06 Tohoku University Graduate School of Information Sciences Assistant Professor
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Committee career (26)：
  • 2005/11 - 2005 年情報論的学習理論ワークショップ (IBIS2005) 実行委員
  • 2005/11 - IEEE Computational Intelligence Society Japan Chapter 運営委員
  • 2005/11 - 2005 年情報論的学習理論ワークショップ (IBIS2005) 実行委員
  • 2005/11 - IEEE Computational Intelligence Society Japan Chapter 運営委員
  • 2005/07 - Satellite Meeting of STATPHYS 22 Statistical Physics of Disordered Systems and Its Applications 組織委員
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Awards (1)：
  • 2011/06/16 - 電子情報通信学会通信ソサイエティ インターネットアーキテクチャー研究会 インターネットアーキテクチャ研究賞
Association Membership(s) (1)：
The Physical Society of Japan
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