Rchr
J-GLOBAL ID：201601009107752782
Update date: Nov. 15, 2024
Nakanishi-Ohno Yoshinori
Nakanishi-Ohno Yoshinori
Affiliation and department：
Job title：
Associate Professor
Research field (3)：
Soft computing
, Mathematical physics and basic theory
, Statistical science
Research theme for competitive and other funds (4)：
- 2020 - 2023 高性能計算統計による物性実験データからの情報抽出と計測デザイン
- 2017 - 2022 Breakthrough of limits in compressed sensing by the picture of phase transition
- 2017 - 2021 再標本化による情報計測のためのデータ駆動診断法開発
- 2013 - 2016 データ駆動科学に向けたマルコフ連鎖モンテカルロ法緩和過程の解明とその応用
Papers (17)：
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Yoshinori Nakanishi-Ohno, Yuichi Yamasaki. Multiplication Method for Fine-Tuning Regularization Parameter of a Sparse Modeling Technique Tentatively Optimized via Cross Validation. Journal of the Physical Society of Japan. 2020. 89. 9. 094804
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Kazuki Nagai, Masato Anada, Yoshinori Nakanishi-Ohno, Masato Okada, Yusuke Wakabayashi. Robust surface structure analysis with reliable uncertainty estimation using the exchange Monte Carlo method. Journal of Applied Crystallography. 2020. 53. 387-392
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Manabu Hoshino, Yoshinori Nakanishi-Ohno, Daisuke Hashizume. Inference-assisted intelligent crystallography based on preliminary data. Scientific Reports. 2019. 9. 11886-1-11886-9
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Yoshinori Nakanishi-Ohno, Koji Hukushima. Data-driven diagnosis for compressed sensing with cross validation. Physical Review E. 2018. 98. 052120-1-052120-6
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Tomoyuki Obuchi, Yoshinori Nakanishi-Ohno, Masato Okada, Yoshiyuki Kabashima. Statistical mechanical analysis of sparse linear regression as a variable selection problem. Journal of Statistical Mechanics: Theory and Experiment. 2018. 2018. 103401-1-103401-41
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MISC (17)：
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田中雄, 津村宏臣, 中西義典, 飯尾尊優, 阪田真己子. データサイエンス・AIと未来の社会 住みたい社会への文化情報学的アプローチ. 文化情報学. 2024. 19. 1. 10-27
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中西義典. スパースモデリングによる圧縮センシングーデータ取得の手間を省こうとすること-. 文化情報学. 2022. 17. 1・2. 31
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Yoshinori Nakanishi-Ohno, Koji Hukushima. Compressed sensing in scanning tunneling spectroscopy -Limitations and possibilities of measurement efficiency-. 2019. 54. 7. 343-351
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中西(大野)義典. 【新著紹介】『スパース性に基づく機械学習』. 日本物理学会誌. 2017. 72. 10. 754-754
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Exhaustive search for sparse variable selection in linear regression. 2016. 116. 300. 313-320
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Lectures and oral presentations (86)：
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認知的妥当性の高い言語モデルが生成するコーパスのテキスト分析
(第19回YANSシンポジウム 2024)
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データサイエンス・AIと未来の社会 住みたい社会への文化情報学的アプローチ
(同志社大学文化情報学部・文化情報学会 特別ディスカッション 2023)
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モンテカルロ法によるSTMスペクトル解析
(日本物理学会第78回年次大会(2023年) 2023)
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Reconstruction of Fermi surface from Compton scattering data using compressed sensing and experimental design
(2022)
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Compressed sensing in scanning tunneling spectroscopy
(The 11th Conference of the Asian Regional Section of the International Association for Statistical Computing (IASC-ARS) 2022)
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Education (3)：
- 2011 - 2016 The University of Tokyo Graduate School of Frontier Sciences Department of Complexity Science and Engineering
- 2009 - 2011 The University of Tokyo Faculty of Science Department of Physics
- 2007 - 2009 The University of Tokyo College of Arts and Sciences: Junior Division Natural Sciences I
Professional career (1)：
- Ph.D. (The University of Tokyo)
Work history (4)：
- 2021/04 - 現在 Doshisha University Faculty of Culture and Information Science Associate Professor
- 2017/10 - 2021/03 Japan Science and Technology Agency PRESTO
- 2016/05 - 2021/03 The University of Tokyo Sub-Department of Basic Science, Department of Multi-Disciplinary Sciences, Graduate School of Arts and Sciences Assistant Professor
- 2016/04 - 2016/04 The University of TOkyo Department of Complexity Science and Engineering, Graduate School of Frontier Sciences Postdoctoral Fellow
Awards (3)：
- 2017/11 - Information Theory and its Applications Subsociety, Engineering Sciences Society, The Institute of Electronics, Information and Communication Engineers Symposium on Information Theory and its Applications Young Researcher Paper Award Success or Failure of Compressed Sensing Judged by Cross Validation
- 2016/03 - Graduate School of Frontier Sciences, The University of Tokyo Dean's Award for Outstanding Achievement Doctoral Course, Graduate School of Frontier Sciences
- 2013/03 - Graduate School of Frontier Sciences, The University of TOkyo Dean's Award for Outstanding Achievement Master Course, Graduate School of Frontier Sciences
Association Membership(s) (1)：
THE PHYSICAL SOCIETY OF JAPAN
