Toshiyasu Matsushima

Profile Information

Affiliation: Professor, Faculty of Science and Engineering School of Fundamental Science and Engineering, Waseda University

Degree: 博士(工学)(早稲田大学)
Engineering

Researcher number: 30219430
J-GLOBAL ID: 200901019045730957
researchmap Member ID: 1000169676

External link: http://www.matsu.mgmt.waseda.ac.jp/users/www/index.html

Research Interests

情報理論、符号理論、統計科学、学習理論、知能情報、データ科学，情報セキュリティ

Research Areas

Education

Papers

311

Batch Updating of a Posterior Tree Distribution Over a Meta-Tree

Yuta NAKAHARA, Toshiyasu MATSUSHIMA

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E107.A(3) 523-525, Mar 1, 2024
Bayes optimal estimation and its approximation algorithm for difference with and without treatment under IRSLC model

Taisuke Ishiwatari, Shota Saito, Yuta Nakahara, Yuji Iikubo, Toshiyasu Matsushima

International Journal of Data Science and Analytics, Nov 3, 2023
Hyperparameter Learning of Bayesian Context Tree Models

Yuta Nakahara, Shota Saito, Koshi Shimada, Toshiyasu Matsushima

2023 IEEE International Symposium on Information Theory (ISIT), Jun 25, 2023
Asymptotic Evaluation of Classification in the Presence of Label Noise

Goki Yasuda, Tota Suko, Manabu Kobayashi, Toshiyasu Matsushima

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E106A(3) 422-430, Mar, 2023
A Generalization of the Stratonovich’s Value of Information and Application to Privacy-Utility Trade-off

Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima

2022 IEEE International Symposium on Information Theory (ISIT), Jun 26, 2022
Stochastic Model of Block Segmentation Based on Improper Quadtree and Optimal Code under the Bayes Criterion

Yuta Nakahara, Toshiyasu Matsushima

2022 Data Compression Conference (DCC), Mar, 2022
The Ratio of the Desired Parameters of Deep Neural Networks

Yasushi ESAKI, Yuta NAKAHARA, Toshiyasu MATSUSHIMA

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E105.A(3) 433-435, Mar 1, 2022
Upper Bound on Privacy-Utility Tradeoff Allowing Positive Excess Distortion Probability

Shota SAITO, Toshiyasu MATSUSHIMA

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E105.A(3) 425-427, Mar 1, 2022
Probability Distribution on Full Rooted Trees

Yuta Nakahara, Shota Saito, Akira Kamatsuka, Toshiyasu Matsushima

Entropy, 24(3) 328-328, Feb 24, 2022
Non-Asymptotic Bounds of Cumulant Generating Function of Codeword Lengths in Variable-Length Lossy Compression

Shota Saito, Toshiyasu Matsushima

IEEE Transactions on Information Theory, 1-1, 2022
Hyperparameter Learning of Stochastic Image Generative Models with Bayesian Hierarchical Modeling and Its Effect on Lossless Image Coding

Yuta Nakahara, Toshiyasu Matsushima

2021 IEEE Information Theory Workshop (ITW), Oct 17, 2021
Privacy-Utility Trade-off with the Stratonovich’s Value of Information

Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima

2021 IEEE Information Theory Workshop (ITW), Oct 17, 2021
Cluster’s Number Free Bayes Prediction of General Framework on Mixture of Regression Models

Haruka Murayama, Shota Saito, Yuji Iikubo, Yuta Nakahara, Toshiyasu Matsushima

Journal of Statistical Theory and Applications, 20(3) 425-449, Sep, 2021
Meta-Tree Random Forest: Probabilistic Data-Generative Model and Bayes Optimal Prediction

Nao Dobashi, Shota Saito, Yuta Nakahara, Toshiyasu Matsushima

Entropy, 23(6) 768-768, Jun 18, 2021
A Note on a Relationship between Smooth Locally Decodable Codes and Private Information Retrieval

Koki Kazama, Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima

Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020, 259-263, Oct 24, 2020
A Note on a Relationship between Smooth Locally Decodable Codes and Private Information Retrieval

Koki Kazama, Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima

IEICE Proceeding Series, 65 259-263, Oct 18, 2020
Bayes code for two-dimensional auto-regressive hidden Markov model and its application to lossless image compression

Yuta Nakahara, Toshiyasu Matsushima

International Workshop on Advanced Imaging Technology (IWAIT) 2020, Jun 1, 2020
A Stochastic Model of Block Segmentation Based on the Quadtree and the Bayes Code for It

Yuta Nakahara, Toshiyasu Matsushima

2020 Data Compression Conference (DCC), Mar, 2020
A Note on a Relationship between Smooth Locally Decodable Codes and Private Information Retrieval

Koki Kazama, Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima

PROCEEDINGS OF 2020 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA2020), 259-263, 2020
A Note on Mixed Level Experimental Designs Using Augmented Orthogonal Arrays

Junki Yamaguchi, Koki Kazama, Akira Kamatsuka, Shota Saito, Toshiyasu Matsushima

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, J103-A(1), Jan, 2020 Peer-reviewed

Misc.

206

An Approximation by Meta-Tree Boosting Method to Bayesian Optimal Prediction for Decision Tree Model

YU Wenbin, 風間皐希, 中原悠太, 一條尚希, 齋藤翔太, 松嶋敏泰

電子情報通信学会技術研究報告(Web), 121(327(IT2021 28-82)), 2022
Markov Decision Processes for Simultaneous Control of Multiple Objects with Different State Transition Probabilities in Each Cluster

本村勇人, 鎌塚明, 風間皐希, 松嶋敏泰

電子情報通信学会技術研究報告(Web), 120(395(IBISML2020 34-61)), 2021
A Note on Secure Distributed Matrix Multiplication Methods Based on Secret Sharing Systems with General Access Structures

風間皐希, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 44th, 2021
高効率なプライバシー保護情報検索システムの構成アルゴリズムの提案

今津潮, 風間皐希, 松嶋敏泰

日本経営工学会春季大会予稿集(Web), 2021, 2021
A Coded Computation Method Based on a Gabidulin Code and the Evaluation of its Error-Correcting Capability

風間皐希, 鎌塚明, 吉田隆弘, 松嶋敏泰

電子情報通信学会論文誌 A(Web), J104-A(6), 2021
Private Information RetrievalとSmooth Locally Decodable Codesの対応関係に関する一考察—A Note on the Relationship between Smooth Locally Decodable Codes and Private Information Retrieval—情報セキュリティ

風間皐希, 鎌塚明, 吉田隆弘, 松嶋敏泰

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 119(474) 201-206, Mar, 2020
A Note on Optimality of Orthogonal Designs in Complex Space

Yoshifumi Ukita, Toshiyasu Matsushima

1 171-172, Mar, 2020
Performance Limit of Classification in the Presence of Label Noise with Erasure

安田豪毅, 須子統太, 小林学, 松嶋敏泰

電子情報通信学会技術研究報告(Web), 120(268(IT2020 24-62)), 2020
A Note on the Relationship between Smooth Locally Decodable Codes and Private Information Retrieval

風間皐希, 鎌塚明, 吉田隆弘, 松嶋敏泰

電子情報通信学会技術研究報告, 119(473(IT2019 90-120)), 2020
A Study on Simultaneous Experiments for Related Linear Models based on an Orthonormal System

Yoshifumi Ukita, Toshiyasu Matsushima

Bayes on the Beach 2019, Nov, 2019 Peer-reviewed
ラベルノイズの下での分類に関する性能の限界について

安田豪毅, 須子統太, 小林学, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 42nd, 2019
セキュアな再生成符号に基づく分散ストレージシステムにおける秘匿情報検索

鎌塚明, 風間皐希, 吉田隆弘, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 42nd, 2019
早稲田大学におけるデータ科学教育の取り組み ~早稲田大学データ科学総合研究教育センターの活動~

須子統太, 小林学, 堀井俊佑, 安田豪毅, 松嶋敏泰

日本経営工学会秋季大会予稿集(Web), 2018, 2018
拡張直交配列を利用した多水準の実験計画法に関する一考察

山口純輝, 風間皐希, 鎌塚明, 齋藤翔太, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 41st, 2018
(n,k,d,r,t,x,y)_qLRC符号の最小距離および次元の限界式に関する一考察

風間皐希, 鎌塚明, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 41st, 2018
ランク誤りを考慮したcoded computationに関する一考察

風間皐希, 鎌塚明, 松嶋敏泰

情報理論とその応用シンポジウム予稿集(CD-ROM), 40th, 2017
A Note on Support Recovery of Sparse Signals using Belief Propagation

116(33) 19-24, May 19, 2016
A Consideration on Relationships between Correlation of Information Stored on Nodes and Coding Efficiency for Cooperative Regenerating Codes

116(33) 25-30, May 19, 2016
A Note on a Privacy-Preserving Method for Distributed Regularized Logistic Regression

115(414) 281-286, Jan 21, 2016
A Study on Message Passing Algorithm for Counting Short Cycles in Sparse Bipartite Graphs

115(394) 13-18, Jan 18, 2016

Presentations

416

Optimal Estimating of the Magnitude of the change for Sources with Piecewise Constant Parameters under Bayesian Criterion

Kairi Suzuki, Akira Kamatsuka, Toshiyasu Matsushima

Bayes on the Beach, Nov, 2019
Bayes Optimal Prediction and Its Approximative Algorithm on Model Including Cluster Explanatory Variables and Regression Explanatory Variables

Haruka Murayama, Shota Saito, Yuta Nakahara, Toshiyasu Matsushima

Jul, 2019
Bayes Optimal Classification on Decision Tree Model and Its Approximative Algorithm Using Ensemble Learning

Nao Dobashi, Shota Saito, Toshiyasu Matsushima

Jul, 2019
A Note on Mixed Level Experimental Designs Using Augmented Orthogonal Arrays

Junki Yamaguchi, Koki Kazama, Akira Kamatsuka, Shota Saito, Toshiyasu Matsushima

Jul, 2019
攻撃者の目的と背景知識を明確にしたプライバシ保護を考慮した情報公開

鎌塚明, 宮下有咲, 吉田隆弘, 松嶋敏泰

みずほ銀行・早稲田大学学術交流協定締結1周年記念シンポジウムポスターセッション, Jul, 2019
i.p.i.d.情報源におけるベイズ規準の下で最適な変化回数の推定

鈴木海理, 鎌塚明, 松嶋敏泰

電子情報通信学会技術研究報告 IBISML, Jun, 2019
Gradient Coding based on LDGM Codes and Stochastic Gradient Descent

Mar, 2019
相異なる3元ハフマン符号が構成される2値無記憶拡大情報源の条件に関する一検討

宮希望, 吉田隆弘, 地主創

第41回情報理論とその応用シンポジウム予稿集, Dec, 2018
Non-Asymptotic and Asymptotic Fundamental Limits of Guessing Subject to Distortion

Dec, 2018
$(n,k,d,r,t,x,y)_{q}$ LRC符号の最小距離および次元の限界式に関する一考察

風間皐希, 鎌塚明, 松嶋敏泰

第41回情報理論とその応用シンポジウム予稿集, Dec, 2018
拡張直交配列を利用した多水準の実験計画法に関する一考察

山口純輝, 風間皐希, 鎌塚明, 齋藤翔太, 松嶋敏泰

第41回情報理論とその応用シンポジウム予稿集, Dec, 2018
メロディの生成数理モデルを仮定した自動作曲

西川史織, 中原悠太, 松嶋敏泰

第41回情報理論とその応用シンポジウム予稿集, Dec, 2018
富士山型空間結合符号に対するCovariance Evolution

中原悠太, 松嶋敏泰

第41回情報理論とその応用シンポジウム予稿集, Dec, 2018
攻撃者の目的と背景知識を明確にしたプライバシ保護を考慮した情報公開

宮下有咲, 鎌塚明, 吉田隆弘, 松嶋敏泰

第41回情報理論とその応用シンポジウム予稿集（SITA2018）, Dec, 2018
一般化ラベルノイズの下での分類に関する漸近評価

安田豪毅, 須子統太, 小林学, 松嶋敏泰

電子情報通信学会技術研究報告. IBISML，情報論的学習理論と機械学習, Nov, 2018
パラメータ未知の一般化ラベルノイズモデルにおける分類法について

須子統太, 安田豪毅, 堀井俊佑, 小林学

電子情報通信学会技術研究報告. IBISML，情報論的学習理論と機械学習, Nov, 2018
統計的決定理論に基づいた因果効果の推定法に関する一考察

堀井俊佑, 須子統太

電子情報通信学会研究技術報告, Nov, 2018
A Note on a Bound on the Rate of a Locally Recoverable Code with Multiple Recovering Sets

Kazama, Koki, Kamatsuka, Akira, Yoshida, Takahiro, Matsushima, Toshiyasu

Proceedings of 2018 International Symposium on Information Theory and Its Applications, Oct, 2018
Expected Graph Evolution for Spatially “Mt. Fuji” Coupled LDPC Codes

Nakahara, Yuta, Matsushima, Toshiyasu

Proceedings of 2018 International Symposium on Information Theory and Its Applications, Oct, 2018
On Distance Properties of (r, t, x)-LRC Codes（最新論文紹介セッション）

風間皐希, 松嶋敏泰

第7回誤り訂正符号のワークショップ, Sep, 2018

Professional Memberships

Research Projects

文系学生のためのAIプログラミング教育の最適化とオンライン教育システムの構築

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2022 - Mar, 2026

浮田善文, 斉藤友彦, 松嶋敏泰
ビジネス価値創造のためのデータ解析プラットフォームと時変協調フィルタリングの研究

Apr, 2019 - Mar, 2023
AIコーチによるプログラミング独習システム

Apr, 2018 - Mar, 2021
有限長解析情報理論と最適化理論による実用高信頼高効率通信に向けた相乗的基礎研究

Apr, 2017 - Mar, 2021
ベイズ理論による複数目的に対する効率的同時実験を可能にする新たな実験計画法の創成

Apr, 2017 - Mar, 2020
Mathematical model and evaluation of efficiency and security for next-generation distributed storage systems with high-performance

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2016 - Mar, 2019

YOSHIDA Takahiro
Construction of basic theory for next generation recommender system based on spatial analysis and temporal control

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2016 - Mar, 2019

Maeda Yasunari
A Unified Analysis and Optimization of Information Security System with Probabilistic Components from Viewpoints of Convenience and Safety

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2016

MATSUSHIMA Toshiyasu, UKITA Yoshifumi, YOSHIDA Takahiro, NOMURA Ryo, SUKO Tota, HORII Shunsuke
A Study on Unified Attack against Stream Ciphers based on Probabilistic Inference Algorithms

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2010 - 2012

MATSUSHIMA Toshiyasu, UKITA Yoshihumi, NOMURA Ryo
Construction of Theory of Digital Analysis

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research on Innovative Areas (Research a proposed research project), Japan Society for the Promotion of Science, 2008 - 2010

YAMADA Yoshio, TAKAHASHI Daisuke, MATSUSHIMA Toshiyasu, KASHIWAGI Masahide, NISHIDA Takaaki, OISHI Shin'ichi
Modeling and optimization of the sensor networks based on the multiterminal information theory and decision theory

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2006 - 2008

MATSUSHIMA Toshiyasu, SHIGEICHI Hirasawa
Application and Analysis of Parallel Iterative Algorithms for Calculating Posterior Probability to Practical Codes and Channels

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2003 - 2005

MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
The Analysis and Design of the Reliable Iterative Decoding Algorithm based on Uncertain Reasoning

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2000 - 2002

MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
環境共生型高精度エネルギー予測／高効率エネルギー利用技術

ハイテク・リサーチ・センター整備事業, 文部科学省, 1998 - 2002
Application of coding techniques to multimedia

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, 1995 - 1997

HIRASAWA Shigeichi, INAZUMI Hiroshige, TAJIMA Masato, NISHIJIMA Toshihisa, KOHNOSU Toshiyuki, MATSUSHIMA Toshiyasu
情報理論を用いた帰納推論の基礎体系に関する研究

科学研究費助成事業, 奨励研究(A), 日本学術振興会, 1992 - 1992

松嶋敏泰
経営工学における知識情報処理に関する研究

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