Education Background
-
-2009
Waseda University Graduate School of Science and Engineering
-
-2004
Waseda University Graduate School of Science and Engineering
Details of a Researcher
Updated on 2024/11/23
Waseda University Graduate School of Science and Engineering
Waseda University Graduate School of Science and Engineering
Information Theory, Coding Theory, Statistical Learning Theory
Examples of Industry-Academia Collaboration in Data Science
SUKO Tota, HORII Shunsuke, KOBAYASHI Manabu
Proceedings of the Conference of Transdisciplinary Federation of Science and Technology 2022 A-1-4 2022
Model Selection of Bayesian Hierarchical Mixture of Experts Based on Variational Inference
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC2019) 2019.10 [Refereed]
Bayesian Independent Component Analysis under Hierarchical Model on Independent Components
Kai Asaba, Shota Saito, Shunsuke Horii, Toshiyasu Matsushima
2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings 959 - 962 2019.03
A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory
Shunsuke Horii, Tota Suko
2019 53rd Annual Conference on Information Sciences and Systems (CISS) 2019.03
A Study on Analytical Properties of Bayesian Experimental Design Model based on an Orthonormal System
Yoshifumi Ukita
22 2017.11 [Refereed]
Bayesian Sparse-Smooth Modeling and Variational Inference
Shunsuke Horii
16 2017.11 [Refereed]
Sum-Product アルゴリズムに基づく疎信号のサポート復元に関する一考察
堀井俊佑
第39回情報理論とその応用シンポジウム予稿集 330 - 335 2016.12
Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channels
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY 1944 - 1948 2016 [Refereed]
A Note on Support Recovery of Sparse Signals using Linear Programming
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
PROCEEDINGS OF 2016 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2016) 270 - 274 2016 [Refereed]
多値ランダム回答法における逐次型ベイズ推定法について
須子統太
第38回情報理論とその応用シンポジウム予稿集 2015.11
A Note on the Linear Programming Decoding of Linear Codes for Symbol Pair Read Channel
Shunsuke Horii
Proc. of 38th Symposium on information Theory and its Applications 2015.11
Online Bayesian estimation of Randomized Response models
Tota Suko
IEICE technical report COMP2015-23 ( 235 ) 7 - 11 2015.10
Linear Programming Decoding of Binary Linear Codes over Symbol-Pair Read Channels
Shunsuke Horii
Technical report of IEICE Vol. IT2015-34 1 - 6 2015.09
プライバシー保護機能を持つ分散型正則化最小二乗法について
須子統太
第37回情報理論とその応用シンポジウム予稿集 300 - 305 2014.12
パラメータが複数存在するLinear Banditに関する一考察
堀井俊佑
第37回情報理論とその応用シンポジウム予稿集 506 - 511 2014.12
Parallel Concatenation of Polar Codes and Iterative Decoding
Akira Kamatsuka
Proc. of the 2014 International Symposium on Information Theory and its Applications 347 2014.10 [Refereed]
プライバシー保護機能を持つ線形回帰モデルにおける最小二乗推定量の分散計算法について
須子統太
日本経営工学会論文誌 78 - 88 2014.07 [Refereed]
SUKO Tota, HORII Shunsuke, KOBAYASHI Manabu, GOTO Masayuki, MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
J. Jpn . Ind. Manage. Assoc. 65 ( 2 ) 78 - 88 2014
A Note on the Correlated Multiple Matrix Completion based on the Convex Optimization Method
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC) 2014-January ( January ) 1618 - 1623 2014 [Refereed]
A Note on the Correlated Multiple Matrix Completion based on the Convex Optimization Method
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC) 1618 - 1623 2014 [Refereed]
凸最適化に基づいた相関のある複数行列の同時補完に関する一考察
堀井俊佑
第36回情報理論とその応用シンポジウム予稿集 175 - 180 2013.11
MIMO通信路に対するLDPC符号の線形時間ADMM復号
小林学
第35回情報理論とその応用シンポジウム予稿集 201 - 206 2012.12
プライバシー保護を目的とした回帰分析の拡張について
須子統太
第35回情報理論とその応用シンポジウム予稿集 562 - 567 2012.12
木構造を仮定した信号に対する拡張ラグランジュ法に基づいた圧縮センシングについて
堀井俊佑
第35回情報理論とその応用シンポジウム予稿集 320 - 325 2012.12
プライバシー保護を目的とした線形回帰モデルにおける最小二乗推定量の分散計算法について
須子統太
電子情報通信学会研究技術報告 Vol.IBISML2012-49 ( 279 ) 107 - 111 2012.11
SUKO Tota, HORII Shunsuke, KOBAYASHI Manabu, GOTO Masayuki, MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
112 ( 279 ) 107 - 111 2012.10
Linear Programming Decoding for Multiple Access Channel based on Decomposition Methods
HORII Shunsuke, MATSUSHIMA Toshiyasu
IEICE technical report. Information theory 112 ( 215 ) 53 - 58 2012.09
多重アクセス通信に対する双対分解法に基づいた線形計画復号法
堀井俊佑
電子情報通信学会研究技術報告 Vol.IT2012-40 53 - 58 2012.09
Fault Diagnosis Algorithm Based on Linear Programming in Multicomputer Systems
KOBAYASHI Manabu, HORII Shunsuke, TAKABATAKE Toshinori, HIRASAWA Shigeichi
The Transactions of the Institute of Electronics, Information and Communication Engineers. A 95 ( 4 ) 375 - 378 2012.04
Fault Diagnosis Algorithm Based on Linear Programming in Multicomputer Systems
KOBAYASHI Manabu, HORII Shunsuke, TAKABATAKE Toshinori, HIRASAWA Shigeichi
The Transactions of the Institute of Electronics, Information and Communication Engineers. A Vol.J95-A ( No.4 ) 375 - 378 2012.04 [Refereed]
Fault Diagnosis Algorithm in Multi-Computer Systems based on Lagrangian Relaxation Method
Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa
2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012) 712 - 716 2012 [Refereed]
The Optimal Key Estimation of Stream Ciphers and Its Approximation Algorithm Based on a Probabilistic Inference
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012) 531 - 535 2012 [Refereed]
Fault Diagnosis Algorithm in Multi-Computer Systems based on Lagrangian Relaxation Method
Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa
2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012) 712 - 716 2012 [Refereed]
The Optimal Key Estimation of Stream Ciphers and Its Approximation Algorithm Based on a Probabilistic Inference
Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012) 531 - 535 2012 [Refereed]
A Note on Linear Programming Based Communication Receivers
Shunsuke Horii
141 - 146 2011.09 [Refereed]
A study of statistical modeling of authentication using PUF
ISHII Satoru, YOSHIDA Takahiro, HORII Shunsuke, MATSUSHIMA Toshiyasu
IEICE technical report. Information theory 111 ( 142 ) 19 - 24 2011.07
A Study on Key Estimation of Stream Cipher based on Probabilistic Inference Algorithm
IIKUBO Yuji, HORII Shunsuke, MATSUSHIMA Toshiyasu
IEICE technical report. Information theory 111 ( 142 ) 7 - 12 2011.07
確率推論アルゴリズムに基づくストリーム暗号の鍵推定に関する一考察
飯窪裕二
電子情報通信学会研究技術報告 Vol.IT2011-11 7 - 12 2011.07
PUFを利用した認証に対する統計的モデル化に関する一考察
石井智
電子情報通信学会研究技術報告 Vol.IT2011-11 19 - 24 2011.07
A Note on the Inference Algorithm on the Factor Graph based on the Linear Programming
HORII Shunsuke, MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
IEICE technical report. Information theory 110 ( 363 ) 55 - 60 2011.01
線形計画法に基づいたファクターグラフ上の推論アルゴリズムに関する一考察
堀井俊佑
電子情報通信学会研究技術報告 Vol.IT2010-63 55 - 60 2011.01
Maximum Likelihood Detection for DS-CDMA using Grobner Bases
Shunsuke Horii
489 - 493 2010.11
複数の相関のある情報源に対するベイズ符号化について
須子統太
第33回情報理論とその応用シンポジウム予稿集 759 - 763 2010.11
Linear Programming Decoding of Binary Linear Codes for Multiple-Access Channel
HORII Shunsuke, MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
IEICE technical report. Information theory 110 ( 205 ) 31 - 36 2010.09
Linear Programming Decoding of Binary Linear Codes for Multiple Access Channel
Shunsuke Horii
Vol.IT2010-39 31 - 36 2010.09
Bayes Universal Source Coding Scheme for Correlated Sources
Tota Suko
Proc. of the 1st IEEE African Winter School on Information Theory and Communications 27 2010.06 [Refereed]
On the Web Traffic Modeling under the Opening and Closing Services by the Non-Stationary Poisson Process
Daiki Koizumi, Shunsuke Horii, Toshiyasu Matsushima
IEICE Technical Report 109 ( 449 ) 343 - 347 2010.03
A Note on the Branch-and-Cut Approach to Decoding Linear Block Codes
Shunsuke Horii
Proc. of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing 321 - 324 2010.03 [Refereed]
サービスの開始と終了を考慮したWebトラヒックの定常Poisson過程によるモデル化について
Daiki Koizumi
Vol.IN2009-201 392 - 396 2010.03
分枝カット法に基づいた線形符号の復号法に関する一考察
Shunsuke Horii
66 - 70 2009.12
A Note on the Iterative Inference Cancellation and Decoding for Coded CDMA
Shunsuke Horii
66 - 70 2008.10
盗聴・改ざんに対して耐性を持つネットワーク符号化について
堀井俊佑
第30回情報理論とその応用シンポジウム予稿集 742 - 745 2007.11
画像に対する状態表現を用いたモデル化と無歪み符号化
西村信哉
第30回情報理論とその応用シンポジウム予稿集 392 - 396 2007.11
A Note on Nonstationary Poisson Model with the Consideration of Change Factors
Koichi Suzuki
vol. 106, no. 524 ( IN2006-176 ) 83 - 88 2007.02
Multiuser Detection Algorithms for CDMA based on the Message Passing Algorithms
Shunsuke Horii
IEICE Tech Rep. substituted for Proc. of 2006 Hawaii, IEICE and SITA Joint Conference on Information Theory (HISC'06) 2006.05
A Note on Multiuser Detection Algorithms for CDMA based on the Belief Propagation
Shunsuke Horii
Vol.IT2007-26 7 - 12
統計リテラシーα -データの整理- 2015年度版
堀井俊佑( Part: Sole author)
早稲田大学出版部 2015.04
分散コンピューティングへの誤り訂正符号の応用に関する研究動向
堀井俊佑 [Invited]
第7回 誤り訂正符号のワークショップ (岩手) 電子情報通信学会 情報理論とその応用サブソサイエティ
Presentation date: 2018.09
Bayesian Compressed Sensing with Hybrid hierarchical Prior
Shunsuke Horii
2018 ISBA World Meeting (Edinburgh)
Presentation date: 2018.06
Sparse Bayesian Logistic Regression with Hierarchical Prior and Variational Inference
Shunsuke Horii
AABI2017, NIPS workshop "Advances in Approximate Bayesian Inference"
Presentation date: 2017.12
分散最適化手法の線形符号の復号への応用
堀井俊佑 [Invited]
誤り訂正符号ワークショップ
Presentation date: 2013.09
メッセージ伝搬アルゴリズムとその応用
堀井俊佑
数理人セミナー
ベイズ決定理論に基づく広範な問題に適用可能な統計的因果推論フレームワークの構築
日本学術振興会 科学研究費助成事業
Project Year :
堀井 俊佑
Economic and psychological effects of network diversification
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research
Project Year :
スパースモデリングとベイズ決定理論に基づいた因果推論手法の構築
Project Year :
空間的分析と時間的制御を融合した、次世代商品推薦システムのための基礎理論の構築
Project Year :
Fundamental study on business analytics technologies on big data era
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research
Project Year :
Goto Masayuki
A Unified Analysis and Optimization of Information Security System with Probabilistic Components from Viewpoints of Convenience and Safety
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research
Project Year :
MATSUSHIMA Toshiyasu, UKITA Yoshifumi, YOSHIDA Takahiro, NOMURA Ryo, SUKO Tota, HORII Shunsuke
Creation and Multi-purpose Use of Full-on-demand Content for Data Science Education
堀井俊佑, 野村亮, 須子統太
横幹連合コンファレンス予稿集(Web) 13th 2022
真の因果構造が未知の場合の因果効果の推定精度について
井上一磨, 雲居玄道, 堀井俊佑, 須子統太, 後藤正幸
情報理論とその応用シンポジウム予稿集(CD-ROM) 42nd 2019
Classification Algorithms for Generalized Label Noise Model with Unknown Parameter
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 118 ( 284(IBISML2018 44-104)(Web) ) 2018
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
一般化ラベルノイズモデルにおける分類問題について—The Classification Problem in Generalized Label Noise Model—情報論的学習理論と機械学習
須子 統太, 堀井 俊佑
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 117 ( 293 ) 377 - 382 2017.11
A Note on Support Recovery of Sparse Signals using Belief Propagation
116 ( 33 ) 19 - 24 2016.05
Iterative Multiuser Joint Decoding based on Augmented Lagrangian Method
HORII Shunsuke, SUKO Tota, MATSUSHIMA Toshiyasu, HIRASAWA Shigeichi
IEICE technical report. Information theory 113 ( 228 ) 13 - 17 2013.09
Bayes Optimal Multi User Detection for DS/CDMA Systems with Time-Varying Group of Active Users
HORII Shunsuke, SUKO Tota, MATSUSHIMA Toshiyasu
28 ( 2 ) 781 - 784 2005.11
Introduction to Data Science 2 (For Intermediates in Statistics) 04
Global Education Center
2024 winter quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 04
Global Education Center
2024 winter quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 02
Global Education Center
2024 summer quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 01
Global Education Center
2024 spring quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 03
Global Education Center
2024 fall quarter
Introduction to Data Science 1 (For Intermediates in Statistics) 03
Global Education Center
2024 fall quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 02
Global Education Center
2024 summer quarter
Introduction to Data Science 2 (For Intermediates in Statistics) 01
Global Education Center
2024 spring quarter
Affiliated organization Global Education Center
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