Fuyuhiko Tanaka

タナカフユヒコ | Fuyuhiko Tanaka

Affiliation and department：

Research field (2)： Statistical science , Applied mathematics and statistics

Research keywords (3)： Statistical Inference in Quantum Systems , Bayesian Prediction , Information Geometry

Research theme for competitive and other funds (10)：

2022 - 2027 無限次元統計モデルに基づくベイズ予測理論の構築とデータ解析手法の開発
2023 - 2026 Development of Robust Quantum Error Correction by Continuous-Time Quantum Feedback Control
2020 - 2023 Development of theory and technology for quantum error correction based on quantum control theory
2019 - 2023 Development of Universal Theory in Constructing Objective Priors in Classical and Quantum Statistical Models
2016 - 2019 Development of Quantum Measurement Optimization Theory based on Bayesian Statistics

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Papers (10)：

Masataka Kimizu, Fuyuhiko Tanaka, Akio Fujiwara. Adaptive quantum state estimation for two optical point sources. Physical Review A. 2024. 109. 3
Masaki Yoshioka, Fuyuhiko Tanaka. Information-Geometric Approach for a One-Sided Truncated Exponential Family. Entropy. 2023. 25. 5. 769-769
Kiseki Kameda, Fuyuhiko Tanaka. Reinforcement learning with Gaussian process regression using variational free energy. Journal of Intelligent Systems. 2023. 32. 1
Fuyuhiko Tanaka. Geometric properties of noninformative priors based on the chi-square divergence. Frontiers in Applied Mathematics and Statistics. 2023. 9
Fuyuhiko Tanaka. An Information Quantity in Pure State Models. Entropy. 2022. 24. 4. 541-541

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MISC (6)：

Quantum Statistics : Theoretical Development and Application to Physics Experiments. 2015. 59. 3p
Tanaka Fuyuhiko. Noninformative prior in the quantum statistical model of pure states and generalized entropy (New developments of generalized entropies by functional analysis). RIMS Kokyuroku. 2013. 1852. 192-204
田中冬彦. 統計学の新たなフロンティアとしての量子統計 (量子論における統計的推測の理論と応用). 数理解析研究所講究録. 2013. 1834. 1-25
Tanaka Fuyuhiko. On existence of nontrivial unbiased tests in quantum hypothesis testing (Theory and application of statistical inference in quantum theory). RIMS Kokyuroku. 2013. 1834. 56-67
Tanaka Fuyuhiko. On prior selection from the viewpoint of spectral density estimation (Frontiers in mathematical science through collaborations with other disciplines). RIMS Kokyuroku. 2011. 1752. 77-84

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Lectures and oral presentations (5)：

片側切断指数型分布族のα平行事前分布
(第17回日本統計学会春季集会 2023)
量子系における複合対立仮説の場合の検定手法
(第17回日本統計学会春季集会 2023)
片側切断指数型分布族の情報幾何
(RIMS研究集会 “種々の統計的モデルにおける推測方式の有効性” 2023)
片側切断指数型分布族のRiemann幾何学的性質
(2022年度統計関連学会連合大会 2022)
負の三項モデル多様体のケーラー構造と優調和事前分布
(2022年度統計関連学会連合大会 2022)

Work history (2)：

2022/04 - 現在 Osaka University Center for Education in Liberal Arts and Sciences Professor
2013/10 - 2022/03 Osaka University Graduate School of Engineering Science Department of Systems Innovation Associate Professor

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