Sano Takashi

サノタカシ | Sano Takashi

Affiliation and department：
Homepage URL (1)： https://sano-t.github.io/

Research field (5)： Mathematical physics and basic theory , Basic brain sciences , Mathematical physics and basic theory , Intelligent informatics , Theoretical studies related to particle-, nuclear-, cosmic ray and astro-physics

Research keywords (6)： neural network , machine learning , computational neuroscience , Probabilistic graphical model , belief propagation , ランダム行列理論

Research theme for competitive and other funds (3)：

2022 - 2025 再帰的強化学習を用いた言語理解・発話計画機構の開発
2018 - 2022 確率伝搬法を用いた深層学習実現方式の開発
2018 - 2022 確率勾配変分ベイズ法を用いた時系列モデリング

Papers (31)：

一杉裕志, 中田秀基, 高橋直人, 竹内泉, 佐野崇. モンテカルロ版 RGoal アルゴリズムの改良. 第26回人工知能学会汎用人工知能研究会. 2024
Understanding Neural ODE prediction decision using SHAP. 2024. 233. 53-58
一杉裕志, 中田秀基, 高橋直人, 竹内泉, 佐野崇. 再帰的な階層型強化学習 RGoal へのサブルーチン例外終了機能の導入. 第25回人工知能学会汎用人工知能研究会. 2023
Mitsuaki Ueno, Takashi Sano, Hirotada Honda, Shugo Nakamura. Detecting Fraudulent Cryptocurrencies Using Natural Language Processing Techniques. Transactions of the Japanese Society for Artificial Intelligence. 2023. 38. 5. E-N34_1
一杉裕志, 中田秀基, 高橋直人, 竹内泉, 佐野崇. 報酬最大化を目的とする行動計画・実行・対話・推論の統一的制御機構. 2023年度人工知能学会全国大会. 2023

ｍore...

MISC (4)：

Sano Takashi, Yamazaki Kanako. 18aSF-9 3 flavor random matrix model for chiral and diquark condensates. Meeting abstracts of the Physical Society of Japan. 2011. 66. 2. 47-47
Sano Takashi, Fujii Hirotsugu. 28aGM-9 On Complex Langevin Method in Random Matrix Model at Finite Density. Meeting abstracts of the Physical Society of Japan. 2011. 66. 1. 65-65
Sano Takashi, Fujii Hirotsugu. 21pBD-12 QCD phase structure at finite temperature and density in chiral random matrix models. Meeting abstracts of the Physical Society of Japan. 2010. 65. 1. 56-56
Sano Takashi, Fujii Hirotsugu, Ohtani Munehisa. 30aZC-12 N_f dependence and finite temperature phase transition in chiral random matrix models. Meeting abstracts of the Physical Society of Japan. 2009. 64. 1. 59-59

Books (1)：

Quantum Fields at Finite Temperature "from tera to nano Kelvin"
2011

Education (3)：

2007 - 2012 東京大学大学院理学系研究科物理学専攻
2005 - 2007 The University of Tokyo Faculty of Science Department of Physics
2003 - 2005 The University of Tokyo College of Arts and Sciences Natural Sciences I

Professional career (1)：

PhD (University of Tokyo)

Work history (7)：

2023/04 - 現在 Toyo University
2020/04 - 2023/03 Toyo University
2018/04 - 2020/03 Seikei University Faculty of Science and Technology Department of Computer and Information Science
2015/04 - 2018/03 National Institute of Advanced Industrial Science and Technology
2013/04 - 2015/03 国立研究開発法人理化学研究所基礎科学特別研究員

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Awards (2)：

2017 - 第20回情報論的学習理論ワークショップ (IBIS2017) 優秀プレゼンテーション賞 Tree-reweighted近似による Ising逆問題の解
2010 - 京都大学基研研究会熱場の量子論とその応用ポスター賞ランダム行列模型による有限密度QCD相構造

Association Membership(s) (5)：

Association for Computing Machinery , THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE , JAPANESE NEURAL NETWORK SOCIETY , THE PHYSICAL SOCIETY OF JAPAN , Asia Pacific Neural Network Society

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