HORII Shunsuke 堀井俊佑

Researcher Number	00552150
Other IDs
Affiliation (Current)	2025: 早稲田大学, データ科学センター, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 早稲田大学, データ科学センター, 准教授 2019 – 2022: 早稲田大学, グローバルエデュケーションセンター, 准教授 2018 – 2019: 早稲田大学, グローバルエデュケーションセンター, 准教授(任期付) 2017: 早稲田大学, 理工学術院, 准教授 2016: 早稲田大学, グローバルエデュケーションセンター, 准教授(任期付) … More 2016: 早稲田大学, 付置研究所, 准教授 2014 – 2016: 早稲田大学, 付置研究所, 助教 2015: 早稲田大学, グローバルエデュケーションセンター, 助教 Less
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related Except Principal Investigator Medium-sized Section 7:Economics, business administration, and related fields / Web informatics, Service informatics / Communication/Network engineering / Social systems engineering/Safety system
Keywords	Principal Investigator 部分線形モデル / 条件付き平均処置効果 / 平均介入効果 / ベイズ決定理論 / 統計的決定理論 / 構造的因果モデル / 統計的因果推論 / ベイズ統計 / 能動学習 / 平均処置効果 … More / 操作変数法 / ベイズスパースモデリング / スパースモデリング / ベイズ統計学 / 潜在反応モデル … More Except Principal Investigator 大規模データ / ビッグデータ分析 / 行動経済学的実験 / 閉鎖性 / 社会実験 / 学融合 / 保護主義 / 多様性 / グローバル化 / ネットワーク / 人工知能 / マルコフ連鎖 / ベイズ基準 / 強化学習 / ニューラルネットワーク / 新規顧客問題 / 商品推薦システム / 統計的決定理論 / EMアルゴリズム / 半教師付き学習 / 動的計画法 / 新規顧客 / 顧客クラス / マルコフ決定過程 / 推薦システム / 理論的安全性評価 / 確率モデル / 暗号・認証等 / 情報セキュリティ / 機械学習 / Webマーケティング / 統計モデル / 経営工学 / レコメンデーション / 経営情報分析 / マーケティングモデル / ビッグデータ / ビジネスアナリティクス Less

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Principal Investigator
- Principal Investigator
  
  堀井俊佑
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Waseda University
Development of Causal Inference Methods Based on Sparse Modeling and Bayesian Decision TheoryPrincipal Investigator
- Principal Investigator
  
  Horii Shunsuke
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Waseda University
Economic and psychological effects of network diversification
- Principal Investigator
  
  Todo Yasuyuki
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  Waseda University
Construction of basic theory for next generation recommender system based on spatial analysis and temporal control
- Principal Investigator
  
  Maeda Yasunari
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Web informatics, Service informatics
- Research Institution
  Kitami Institute of Technology
Fundamental study on business analytics technologies on big data era
- Principal Investigator
  
  Goto Masayuki
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Waseda University
A Unified Analysis and Optimization of Information Security System with Probabilistic Components from Viewpoints of Convenience and Safety
- Principal Investigator
  
  MATSUSHIMA Toshiyasu
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Waseda University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 Other

All Journal Article Presentation

[Journal Article] ノイズを含むデータからの仮説検定問題に対する情報スペクトル的アプローチ2021
- Author(s)
  野村亮, 堀井俊佑
- Journal Title
  
  信学技法
  
  Volume: vol. 120, no. 320, IT2020-75 Pages: 69-74
- Data Source
  KAKENHI-PROJECT-19K12128
[Journal Article] Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channel2016
- Author(s)
  Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E99.A Issue: 12 Pages: 2170-2178
- DOI
  10.1587/transfun.E99.A.2170
- NAID
  130005170495
- ISSN
  0916-8508, 1745-1337
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00417
[Journal Article] A New Latent Class Model for Analysis of Purchasing and Browsing Histories on EC Sites2015
- Author(s)
  Masayuki Goto, Kenta Mikawa, Shigeichi Hirasawa, Manabu Kobayashi, Tota Suko, Shunsuke Horii
- Journal Title
  
  Industrial Engineering & Management Science
  
  Volume: Vol.14, No.4 Issue: 4 Pages: 335-346
- DOI
  10.7232/iems.2015.14.4.335
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26560167, KAKENHI-PROJECT-25330045, KAKENHI-PROJECT-26282090
[Journal Article] Privacy-preserving Distributed Calculation Methods of a Least-squares Estimator for Linear Regression Models2014
- Author(s)
  須子統太, 堀井俊佑, 小林学, 後藤正幸, 松嶋敏泰, 平澤茂一
- Journal Title
  
  Journal of Japan Industrial Management Association
  
  Volume: 65 Issue: 2 Pages: 78-88
- DOI
  10.11221/jima.65.78
- NAID
  130004684287
- ISSN
  1342-2618, 2187-9079
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330045, KAKENHI-PROJECT-25420390, KAKENHI-PROJECT-25870812, KAKENHI-PROJECT-26282090
[Presentation] Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model2024
- Author(s)
  Shunsuke Horii, Yoichi Chikahara
- Organizer
  38th AAAI Conference on Artificial Intelligence (AAAI-24)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12156
[Presentation] Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model2024
- Author(s)
  Shunsuke Horii, Yoichi Chikahara
- Organizer
  38th AAAI Conference on Artificial Intelligence (AAAI-24)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian sequential experimental design for Gaussian-process-based partially linear model2023
- Author(s)
  Shunsuke Horii
- Organizer
  16th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12156
[Presentation] Bayesian sequential experimental design for Gaussian-process-based partially linear model2023
- Author(s)
  Shunsuke Horii
- Organizer
  16th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior2022
- Author(s)
  堀井俊佑
- Organizer
  第25回情報論的学習理論ワークショップ（IBIS2022）
- Data Source
  KAKENHI-PROJECT-22K12156
[Presentation] Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process prior2022
- Author(s)
  Shunsuke Horii
- Organizer
  NeurIPS 2022 workshop Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12156
[Presentation] Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior2022
- Author(s)
  堀井俊佑
- Organizer
  第25回情報論的学習理論ワークショップ（IBIS2022）
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process prior2022
- Author(s)
  Shunsuke Horii
- Organizer
  NeurIPS 2022 workshop Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] 企業間ネットワーク構造の変化が企業成長に及ぼす因果効果の異質性2021
- Author(s)
  堀井俊佑, 戸堂康之
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Heterogeneous treatment effect estimation based on a partially linear model with a Gaussian process prior2021
- Author(s)
  Shunsuke Horii
- Organizer
  14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] ガウス過程事前分布を用いた部分線形モデルによる異質因果効果推定2021
- Author(s)
  堀井俊佑
- Organizer
  第24回情報論的学習理論ワークショップ（IBIS2021）
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] ガウス過程事前分布を用いた部分線形モデルによる条件付き平均処置効果推定2021
- Author(s)
  堀井俊佑
- Organizer
  第44回情報理論とその応用シンポジウム予稿集
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions2021
- Author(s)
  Shunsuke Horii
- Organizer
  Proc. of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] 企業間ネットワーク構造の変化が企業成長に及ぼす因果効果の異質性2021
- Author(s)
  堀井俊佑, 戸堂康之
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions2021
- Author(s)
  堀井俊佑
- Organizer
  Proc. of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] Heterogeneous treatment effect estimation based on a partially linear model with a Gaussian process prior2021
- Author(s)
  堀井俊佑
- Organizer
  14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] Bayesian Model Averagingによる因果効果推定と変分ベイズ法に基づく近似アルゴリズム2020
- Author(s)
  堀井俊佑
- Organizer
  第23回情報論的学習理論ワークショップ（IBIS2020）
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] Bayes optimal estimator of the mean intervention effect and its approximation based on variational inference2020
- Author(s)
  Shunsuke Horii
- Organizer
  13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian approach for uplift linear regression2020
- Author(s)
  Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
- Organizer
  13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayesian Model Averaging による因果効果推定と変分ベイズ法に基づく近似アルゴリズム2020
- Author(s)
  堀井俊佑
- Organizer
  第23回情報論的学習理論ワークショップ（IBIS2020）
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values2020
- Author(s)
  Shunsuke Horii
- Organizer
  2020 International Symposium on Information Theory (ISIT2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Bayes optimal estimator of the mean intervention effect and its approximation based on variational inference2020
- Author(s)
  堀井俊佑
- Organizer
  13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] A Bayesian approach for estimating the causal effects using sparse invalid instrumental variables2019
- Author(s)
  Shunsuke Horii
- Organizer
  12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] A Note on the Bayes Optimal Estimator of the Expected Intervention Effect2019
- Author(s)
  Shunsuke Horii
- Organizer
  11th Asia-Europe Workshop on Concepts in Information Theory (AEW11)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] 潜在クラスを含むラベルノイズモデルにおける分類アルゴリズム2019
- Author(s)
  須子統太, 安田豪毅, 堀井俊佑, 小林学
- Organizer
  第42回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory2019
- Author(s)
  Shunsuke Horii
- Organizer
  2019 53rd Annual Conference on Information Sciences and Systems (CISS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] 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2019
- Author(s)
  井上一磨, 雲居玄道, 堀井俊佑, 須子統太, 後藤正幸
- Organizer
  第42回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] 除外制約を満たさない操作変数のスパース性を考慮した因果推論に対するベイズ的アプローチ2019
- Author(s)
  堀井俊佑
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Model Selection of Bayesian Hierarchical Mixture of Experts based on Variational Inference2019
- Author(s)
  Yuji Iikubo, Shunsuke Horii, Toshiyasu Matsushima
- Organizer
  2019 IEEE International Conference on Systems, Man and Cybernetics (SMC2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] スパース性を考慮した操作変数を用いた因果推論に対するベイズ的アプローチ2019
- Author(s)
  堀井俊佑
- Organizer
  第42回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K12128
[Presentation] Sparse Bayesian Hierarchical Mixture of Experts and Variational Inference2018
- Author(s)
  Y. Iikubo, S, Horii, and Toshiyasu Matsushima
- Organizer
  Proceedings of 2018 International Symposium on Information Theory and Its Applications (ISITA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] Bayesian Independent Component Analysis under Hierarchical Model on Independent Components2018
- Author(s)
  K. Asaba, S. Saito, S, Horii, and Toshiyasu Matsushima
- Organizer
  Proceedings of 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] 潜在変数に階層モデルを仮定したベイズ独立成分分析2018
- Author(s)
  浅葉海，齋藤翔太，堀井俊佑，松嶋敏泰
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会（IBISML）
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] Variational Bayesian Compressed Sensing for Sparse and Locally Constant Signals2018
- Author(s)
  Shunsuke Horii
- Organizer
  2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03642
[Presentation] Sparse Bayesian Logistic Regression with Hierarchical Prior and Variational Inference2017
- Author(s)
  Shunsuke Horii
- Organizer
  AABI2017, NIPS workshop "Advances in Approximate Bayesian Inference"
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] Bayesian Sparse-Smooth Modeling and Variational Inference2017
- Author(s)
  Shunsuke Horii
- Organizer
  Proc. of Bayes on the Beach 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] Bayesian Lasso のための実験計画に関する一考察2017
- Author(s)
  堀井俊佑
- Organizer
  第20回情報論的学習理論ワークショップ (IBIS2017)
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] A note on support recovery of sparse signals using linear programming2016
- Author(s)
  S. Horii, T. Matsushima, S. Hirasawa
- Organizer
  ISITA2016
- Place of Presentation
  Monterey（アメリカ）
- Year and Date
  2016-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channels2016
- Author(s)
  Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
- Organizer
  2016 International Symposium on Information Theory
- Place of Presentation
  Barcelona（スペイン）
- Year and Date
  2016-07-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] 確率伝搬法に基づく疎信号のサポート復元に関する一考察2016
- Author(s)
  堀井俊佑, 松嶋敏泰, 平澤茂一
- Organizer
  電子情報通信学会　情報理論研究会
- Place of Presentation
  小樽経済センター（北海道小樽市）
- Year and Date
  2016-05-19
- Data Source
  KAKENHI-PROJECT-16K00417
[Presentation] シンボルペア通信路における線形符号の線形計画復号法に関する一考察2015
- Author(s)
  堀井俊佑，松嶋敏泰，平澤茂一
- Organizer
  第38回情報理論とその応用シンポジウム
- Place of Presentation
  下電ホテル（岡山県倉敷市）
- Year and Date
  2015-11-24
- Data Source
  KAKENHI-PROJECT-25420390
[Presentation] シンボルペア通信路における2元線形符号の線形計画復号法について2015
- Author(s)
  堀井俊佑，松嶋敏泰，平澤茂一
- Organizer
  電子情報通信学会情報理論研究会
- Place of Presentation
  白山菖蒲亭（石川県加賀市）
- Year and Date
  2015-09-04
- Data Source
  KAKENHI-PROJECT-25420390
[Presentation] Iterative Multiuser Joint Decoding based on Augmented Lagrangian Method2013
- Author(s)
  Shunsuke Horii
- Organizer
  電子情報通信学会情報理論研究会
- Place of Presentation
  沖縄県
- Data Source
  KAKENHI-PROJECT-25420390
[Presentation] 分散最適化手法の線型符号の復号への応用2013
- Author(s)
  堀井俊祐
- Organizer
  電子情報通信学会誤り訂正符号のワークショップ
- Place of Presentation
  沖縄県
- Data Source
  KAKENHI-PROJECT-25420390
[Presentation] 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2013
- Author(s)
  堀井俊祐
- Organizer
  第３６回情報理論とその応用シンポジウム (SITA2013)
- Place of Presentation
  静岡県
- Data Source
  KAKENHI-PROJECT-25420390
[Presentation] An Analysis of Purchasing and Browsing Histories on an EC Site Based on a New Latent Class Model
- Author(s)
  Masayuki Goto, Kenta Mikawa, Manabu Kobayashi, Shunsuke Horii, Tota Suko, Shigeichi Hirasawa
- Organizer
  The 1st East Asia Workshop on Industrial Engineering
- Place of Presentation
  Hiroshima, Japan
- Year and Date
  2014-11-08 – 2014-11-09
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] Parallel Concatenation of Polar Codes and Iterative Decoding
- Author(s)
  Akira KAMATSUKA, Shunsuke HORII, Toshiyasu MATSUSHIMA
- Organizer
  2014 International Symposium on Information Theory and its Applications
- Place of Presentation
  Melbourne, Australia
- Year and Date
  2014-10-26 – 2014-10-29
- Data Source
  KAKENHI-PROJECT-25420390

1. SUKO Tota (40409660)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. MATSUSHIMA Toshiyasu (30219430)

# of Collaborated Projects: 2 results

# of Collaborated Products: 9 results
3. Goto Masayuki (40287967)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
4. UKITA Yoshifumi (70308203)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. YOSHIDA Takahiro (10329104)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. NOMURA Ryo (90329102)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. Maeda Yasunari (30422033)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. Todo Yasuyuki (30336507)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
9. 三川健太 (40707733)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
10. 平澤茂一 (30147946)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
11. 小林学 (80308204)

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# of Collaborated Products: 1 results
12. 鈴木誠 (80339796)

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13. 山下遥 (90754797)

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14. 清水和巳 (20308133)

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15. 日野愛郎 (30457816)

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16. 高橋遼 (40748349)

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17. 井上寛康 (60418499)

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18. 柏木柚香 (00912495)

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HORII Shunsuke 堀井 俊佑

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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Principal Investigator

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Development of Causal Inference Methods Based on Sparse Modeling and Bayesian Decision TheoryPrincipal Investigator

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Economic and psychological effects of network diversification

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

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Fundamental study on business analytics technologies on big data era

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

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[Journal Article] ノイズを含むデータからの仮説検定問題に対する情報スペクトル的アプローチ2021

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[Journal Article] Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channel2016

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[Journal Article] A New Latent Class Model for Analysis of Purchasing and Browsing Histories on EC Sites2015

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[Journal Article] Privacy-preserving Distributed Calculation Methods of a Least-squares Estimator for Linear Regression Models2014

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[Presentation] Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model2024

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[Presentation] Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model2024

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[Presentation] Bayesian sequential experimental design for Gaussian-process-based partially linear model2023

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[Presentation] Bayesian sequential experimental design for Gaussian-process-based partially linear model2023

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HORII Shunsuke 堀井俊佑