Saito Shota

サイトウショウタ | Saito Shota

Affiliation and department：

Research field (2)： Information theory , Communication and network engineering

Research keywords (5)： Information Theory , Shannon Theory , Machine Learning , Information Theoretic Security , Data Science

Research theme for competitive and other funds (7)：

2023 - 2027 情報・計算・暗号の融合によるセキュリティ定量化基盤の構築
2023 - 2026 パーソナルデータの組織横断利活用のための安全性理論および実証研究
2022 - 2025 Applying High-Performance Data Compression Method to Data Science: Application to Data with Dependence
2019 - 2022 A Study on Fundamental Limits of Lossy Compression Based on Distortion Ball Aiming for Practical Code Construction
2020 - 2021 情報理論的手法に基づく学習理論における理論限界の解明の深化

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Papers (38)：

Shota Saito. An Upper Bound of Cumulant Generating Function of Codeword Lengths in Variable-Length Lossy Source Coding Under Logarithmic Loss. Proceedings of 2024 International Symposium on Information Theory and Its Applications. 2024
Shota Saito. Soft Guessing Under Log-Loss Distortion Allowing Errors. 2024 IEEE International Symposium on Information Theory. 2024
Shota Saito. Meta-Bound on Lower Bounds of Bayes Risk in Parameter Estimation. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2024. Vol.E107-A. 3
Koshi SHIMADA, Shota SAITO, Toshiyasu MATSUSHIMA. An Efficient Bayes Coding Algorithm for Changing Context Tree Model. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2024. E107.A. 3. 448-457
Taisuke Ishiwatari, Shota Saito, Yuta Nakahara, Yuji Iikubo, Toshiyasu Matsushima. Bayes optimal estimation and its approximation algorithm for difference with and without treatment under IRSLC model. International Journal of Data Science and Analytics. 2023

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Lectures and oral presentations (61)：

Two Problems Under Logarithmic Loss: Soft Guessing and Lossy Source Coding
(Mathematics for Innovation in Information and Communication Technology 2024)
Learned Lossless Compression via an Extension of the Bayes Codes
(Learn to Compress workshop @ ISIT 2024 2024)
シャッフルモデルによる局所差分プライベート行結合データのプライバシ増幅に関する考察
(第198回DPS・第104回CSEC合同研究発表会 2024)
対数損失歪みのもとでの可変長有歪み情報源符号の符号語長のキュムラント母関数の上界
(電子情報通信学会情報理論研究会 2024)
$f$-Divergence Differential Privacy
(2024年暗号と情報セキュリティシンポジウム(SCIS2024) 2024)

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Works (1)：

BayesML
Yuta Nakahara, Naoki Ichijo, Koshi Shimada, Keito Tajima, Kohei Horinouchi, Luyu Ruan, Noboru Namegaya, Ryota Maniwa, Taisuke Ishiwatari, Wenbin Yu, Yuji Iikubo, Shota Saito, Koki Kazama, Toshiyasu Matsushima 2022 - 現在

Education (4)：

2015 - 2018 Waseda University School of Fundamental Science and Engineering Department of Pure and Applied Mathematics
2013 - 2015 Waseda University School of Fundamental Science and Engineering Department of Pure and Applied Mathematics
2009 - 2013 Waseda University School of Fundamental Science and Engineering Department of Applied Mathematics
2006 - 2009 Tohoku Gakuin Senior High School

Professional career (1)：

Work history (8)：

2023/04 - 現在 Gunma University Center for Mathematics and Data Science
2021/04 - 現在 Gunma University Faculty of Informatics Associate Professor
2021/10 - 2023/03 Yokohama National University College of Engineering Science
2021/07 - 2023/03 早稲田大学理工学術院総合研究所招聘研究員(兼任)
2021/04 - 2022/03 Waseda University School of Fundamental Science and Engineering

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Committee career (13)：

2020/05 - 現在 Technical Committee on Information Theory, The Institute of Electronics, Information and Communication Engineers (IEICE) Committee Member
2024/06 - 2026/05 情報処理学会論文誌ジャーナル/JIP編集委員会小委員会基盤グループ[Computing Group] 編集委員
2024/04 - 2025/03 The International Symposium on Information Theory and Its Applications 2024 (ISITA 2024) TPC Member
2023/12 - 2025/03 電子情報通信学会『Special Section on Information Theory and Its Applications』編集委員会編集委員
2024/01 - 2024/12 IEEE Information Theory Society Japan Chapter Secretary

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Awards (5)：

2019/12 - Waseda University Teaching Award
2018/12 - Symposium on Information Theory and its Applications Young Researcher Paper Award
2017/03 - Waseda University Azusa Ono Memorial Award (Academic)
2016/11 - Student Paper Award in ISITA 2016
2016/11 - IEEE IT Society Japan Chapter Young Researcher Best Paper Award in ISITA 2016

Association Membership(s) (2)：

The Institute of Electronics, Information and Communication Engineers (IEICE) , The Institute of Electrical and Electronics Engineers (IEEE)

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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