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Sugiyama Mahito  杉山 麿人

… Alternative Names

SUGIYAMA Mahito  杉山 麿人

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Researcher Number 10733876
Other IDs
  • ORCIDhttps://orcid.org/0000-0001-5907-9831
Affiliation (Current) 2025: 国立情報学研究所, 情報学プリンシプル研究系, 准教授
Affiliation (based on the past Project Information) *help 2021 – 2025: 国立情報学研究所, 情報学プリンシプル研究系, 准教授
2017 – 2019: 国立情報学研究所, 情報学プリンシプル研究系, 准教授
2017: 国立情報学研究所, 大学共同利用機関等の部局等, 准教授
2013 – 2016: 大阪大学, 産業科学研究所, 助教
Review Section/Research Field
Principal Investigator
Intelligent informatics / Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Medium-sized Section 60:Information science, computer engineering, and related fields / Intelligent informatics / Intelligent informatics
Keywords
Principal Investigator
検定可能性 / 統計的有意性 / 多重検定 / 仮説検定 / グラフマイニング / ブラインド信号源分離 / テンソル低ランク近似 / 量子化学 / テンソルネットワーク / テンソル分解 … More / 統計モデル / 情報幾何学 / 隣接代数 / 正則モデル / 深層学習 / 機械学習 / 知識発見 / データマイニング / 木 / 半順序集合 / 情報幾何 / パターン / グラフ / 国際研究者交流 / 高速化 / 実効的検定数 / 部分グラフ / スイス連邦 / 国際情報交換 / ランダム置換 / パターンマイニング … More
Except Principal Investigator
機械学習 / 物理法則 / 点群データ / 記号論理 / 演繹推論 / ニューラルネットワーク / ヒルベルト整列 / 木編集距離 / 知識統合基盤 / ピボット選択 / 地均し距離 / 埋め込み / 次元縮小 / 類似性 / 距離 / 離散構造 / 基準創発 / 概念選択 / 高次元特徴空間 / 特徴選択 / スケッチ / 増加再標本焼きなまし法 / ヒルベルトソート / 一貫性に基づく特徴選択 / キャタピラ / Tai マッピング / 編集距離 / フラクタル / 離散構造データ / 実数計算 / 閉集合 / 形式概念解析 / 知識発見 Less
  • Research Projects

    (7 results)
  • Research Products

    (90 results)
  • Co-Researchers

    (19 People)
  •  Transformerの演繹推論能力の解明と説明可能なAIへの応用

    • Principal Investigator
      山本 章博
    • Project Period (FY)
      2025 – 2029
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      Kyoto University
  •  物理法則を用い未知の実空間を予測可能なAI基盤

    • Principal Investigator
      新熊 亮一
    • Project Period (FY)
      2025 – 2027
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      Shibaura Institute of Technology
  •  Regular Deep Learning Models and Their ApplicationsPrincipal Investigator

    • Principal Investigator
      杉山 麿人
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      National Institute of Informatics
  •  Foundations of knowledge synthesis based on selection of concept and creation of pivots for high-dimensional feature space

    • Principal Investigator
      Hirata Kouichi
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyushu Institute of Technology
  •  Finding Significant Subgraphs from Big Graph dataPrincipal Investigator

    • Principal Investigator
      Sugiyama Mahito
    • Project Period (FY)
      2016 – 2018
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Informatics
      Osaka University
  •  Data Mining Methods for Discovering Statistically Significant Substructures of GraphsPrincipal Investigator

    • Principal Investigator
      SUGIYAMA Mahito
    • Project Period (FY)
      2014 – 2015
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Data Mining Methods Based on Closed Sets for Data Which Are Combination of Discrete and Continuous Attributes

    • Principal Investigator
      YAMAMOTO Akihiro
    • Project Period (FY)
      2010 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyoto University

All 2024 2023 2022 2021 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010

All Journal Article Presentation Book

  • [Book] Finding Statistically Significant Patterns from Data2017

    • Author(s)
      Sugiyama, M.
    • Total Pages
      6
    • Publisher
      CIESM Publisher
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Book] Searching for Bacterial Pathogens in the Digital Ocean---Executive Summary2017

    • Author(s)
      Giuliano, L., Dorman, C., Bowler, C., Sugiyama, M., Vezzulli, L., Czerucka, D., Le Roux, F., D'Auria, G., Troussellier, M., Briand, F.
    • Total Pages
      21
    • Publisher
      CIESM Publisher
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] How graph features from message passing affect graph classification and regression?2024

    • Author(s)
      Yamada Masatsugu、Sugiyama Mahito
    • Journal Title

      Intelligent Data Analysis

      Volume: 28 Issue: 1 Pages: 57-75

    • DOI

      10.3233/ida-227190

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel2023

    • Author(s)
      Kanoh, R.、Sugiyama, M.
    • Journal Title

      The 11th International Conference on Learning Representations (ICLR 2023)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Molecular Graph Generation by Decomposition and Reassembling2023

    • Author(s)
      Yamada Masatsugu、Sugiyama Mahito
    • Journal Title

      ACS Omega

      Volume: 8 Issue: 22 Pages: 19575-19586

    • DOI

      10.1021/acsomega.3c01078

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Unsupervised Tensor Based Feature Extraction From Multivariate Time Series2023

    • Author(s)
      Matsue Kiyotaka、Sugiyama Mahito
    • Journal Title

      IEEE Access

      Volume: 11 Pages: 116277-116295

    • DOI

      10.1109/access.2023.3326073

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Many-body Approximation for Non-negative Tensors2023

    • Author(s)
      Kazu Ghalamkari、Mahito Sugiyama、Yoshinobu Kawahara
    • Journal Title

      Advances in Neural Information Processing Systems (NeurIPS 2023)

      Volume: 36 Pages: 1-26

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Artificial neural network encoding of molecular wavefunctions for quantum computing2023

    • Author(s)
      Hagai Masaya、Sugiyama Mahito、Tsuda Koji、Yanai Takeshi
    • Journal Title

      Digital Discovery

      Volume: - Issue: 3 Pages: 634-650

    • DOI

      10.1039/d2dd00093h

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K18931, KAKENHI-PROJECT-23K21699, KAKENHI-PROJECT-21H01881
  • [Journal Article] Non-negative low-rank approximations for multi-dimensional arrays on statistical manifold2023

    • Author(s)
      Ghalamkari Kazu, Sugiyama Mahito
    • Journal Title

      Information Geometry

      Volume: - Issue: 1 Pages: 257-292

    • DOI

      10.1007/s41884-023-00100-5

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20J23179, KAKENHI-PROJECT-23K21699
  • [Journal Article] Fast Rank-1 NMF for Missing Data with KL Divergence2022

    • Author(s)
      Ghalamkari, K.、Sugiyama, M.
    • Journal Title

      Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2021))

      Volume: 151 Pages: 2927-2940

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Unsupervised feature extraction from multivariate time series for outlier detection2022

    • Author(s)
      Matsue Kiyotaka、Sugiyama Mahito
    • Journal Title

      Intelligent Data Analysis

      Volume: 26 Issue: 6 Pages: 1451-1467

    • DOI

      10.3233/ida-216128

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] A drive-by bridge inspection framework using non-parametric clusters over projected data manifolds2022

    • Author(s)
      Cheema P.、Alamdari M. Makki、Chang K.C.、Kim C.W.、Sugiyama M.
    • Journal Title

      Mechanical Systems and Signal Processing

      Volume: 180 Pages: 109401-109401

    • DOI

      10.1016/j.ymssp.2022.109401

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] A Neural Tangent Kernel Perspective of Infinite Tree Ensembles2022

    • Author(s)
      Kanoh, R.、Sugiyama, M.
    • Journal Title

      Proceedings of the 10th International Conference on Learning Representations (ICLR 2022)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation2021

    • Author(s)
      Ghalamkari, K.、Sugiyama, M.
    • Journal Title

      Advances in Neural Information Processing Systems (NeurIPS 2021)

      Volume: 34 Pages: 443-454

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Investigating Overparameterization for Non-Negative Matrix Factorization in Collaborative Filtering2021

    • Author(s)
      Kawakami Yuhi、Sugiyama Mahito
    • Journal Title

      Proceedings of the 15th ACM Conference on Recommender Systems (RecSys 2021), Late-Breaking Results Track

      Volume: - Pages: 685-690

    • DOI

      10.1145/3460231.3478854

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Unsupervised Tensor based Feature Extraction and Outlier Detection for Multivariate Time Series2021

    • Author(s)
      Matsue Kiyotaka、Sugiyama Mahito
    • Journal Title

      Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021)

      Volume: - Pages: 1-12

    • DOI

      10.1109/dsaa53316.2021.9564117

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation2021

    • Author(s)
      Luo, S.、Azizi, L.、Sugiyama, M.
    • Journal Title

      Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021)

      Volume: 161 Pages: 312-321

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Journal Article] Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions2019

    • Author(s)
      Luo, S., Sugiyama, M.
    • Journal Title

      Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19)

      Volume: 印刷中

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Summarizing significant subgraphs by probabilistic logic programming2019

    • Author(s)
      Elena Bellodi, Ken Satoh, Mahito Sugiyama
    • Journal Title

      Intelligent Data Analysis

      Volume: 23 Issue: 6 Pages: 1299-1312

    • DOI

      10.3233/ida-184339

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Journal Article] Summarizing Significant Subgraphs by Probabilistic Logic Programming2019

    • Author(s)
      Bellodi, E., Satoh, K., Sugiyama, M.
    • Journal Title

      Intelligent Data Analysis

      Volume: 印刷中

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Legendre Decomposition for Tensors2018

    • Author(s)
      Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
    • Journal Title

      NeurIPS 2018

      Volume: - Pages: 8825-8835

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Journal Article] Legendre Decomposition for Tensors2018

    • Author(s)
      Sugiyama, M., Nakahara, H., Tsuda, K.
    • Journal Title

      Advances in Neural Information Processing Systems (NeurIPS2018)

      Volume: 31 Pages: 8825-8835

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] 統計的有意性を担保するパターンマイニング技術2017

    • Author(s)
      杉山 麿人
    • Journal Title

      オペレーションズ・リサーチ誌

      Volume: 62 Pages: 226-232

    • Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] graphkernels: R and Python packages for graph comparison2017

    • Author(s)
      Sugiyama Mahito、Ghisu M Elisabetta、Llinares-Lopez Felipe、Borgwardt Karsten
    • Journal Title

      Bioinformatics

      Volume: 34 Issue: 3 Pages: 530-532

    • DOI

      10.1093/bioinformatics/btx602

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115, KAKENHI-PROJECT-16H02870
  • [Journal Article] Tensor Balancing on Statistical Manifold2017

    • Author(s)
      Sugiyama Mahito、Nakahara Hiroyuki、Tsuda Koji
    • Journal Title

      Proceedings of the 34th International Conference on Machine Learning

      Volume: 70 Pages: 3270-3279

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Journal Article] Information Decomposition on Structured Space2016

    • Author(s)
      Sugiyama, M., Nakahara, H., Tsuda, K.
    • Journal Title

      Proceedings of the 2016 IEEE International Symposium on Information Theory

      Volume: 未定

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Information decomposition on structured space2016

    • Author(s)
      Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
    • Journal Title

      IEEE International Symposium on Information Theory

      Volume: - Pages: 575-579

    • DOI

      10.1109/isit.2016.7541364

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Journal Article] Halting in Random Walk Kernels2015

    • Author(s)
      Sugiyama, M., Borgwardt, K. M.
    • Journal Title

      Advances in Neural Information Processing Systems

      Volume: 28 Pages: 1630-1638

    • NAID

      40020676456

    • Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing2015

    • Author(s)
      Llinares-Lopez, F., Sugiyama, M., Papaxanthos, L., Borgwardt, K. M.
    • Journal Title

      Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining

      Volume: なし Pages: 725-734

    • DOI

      10.1145/2783258.2783363

    • Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Genome-Wide Detection of Intervals of Genetic Heterogeneity Associated with Complex Traits2015

    • Author(s)
      Llinares-Lopez, F., Grimm, D.G., Bodenham, D.A., Gieraths, U., Sugiyama, M., Rowan, B., Borgwardt, K.M.
    • Journal Title

      Bioinformatics

      Volume: 未定

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Significant Subgraph Mining with Multiple Testing Correction2015

    • Author(s)
      Sugiyama, M., Llinares-Lopez, F., Kasenburg, N., Borgwardt, K.M.
    • Journal Title

      Proceedings of the 2015 SIAM International Conference on Data Mining

      Volume: 未定

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Detecting Anomalous Subgraphs on Attributed Graphs via Parametric Flow2015

    • Author(s)
      Sugiyama, M., Otaki, K.
    • Journal Title

      New Frontiers in Artificial Intelligence

      Volume: 未定

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Journal Article] Outliers on Concept Lattices2014

    • Author(s)
      Mahito Sugiyama
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 8147 Pages: 344-359

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Learning figures with the Hausdorff metric by fractals towards computable binary classification2013

    • Author(s)
      Sugiyama, M., Hirowatari, E., Tsuiki, H., Yamamoto, A
    • Journal Title

      Journal of Machine Learning

      Volume: 90 Pages: 91-126

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Learning figures with the Hausdorff metric by fractals;towards computable binary classification2013

    • Author(s)
      Mahito Sugiyama, Hirowatari, E., Tsuiki, H., Yamamoto, A.
    • Journal Title

      Journal of Machine Learning

      Volume: 90 Issue: 1 Pages: 91-126

    • DOI

      10.1007/s10994-012-5301-z

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Privacy Preserving Using Dummy Data for Set Operations in Itemset Mining Implemented with ZDDs2013

    • Author(s)
      Keisuke Otaki, Mahito Sugiyama, Akihiro Yamamoto
    • Volume
      E95-D
    • Pages
      3017-3025
    • NAID

      10031161470

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Privacy Preserving Using Dummy Data for Set Operations in Itemset Mining Implemented with ZDDs2012

    • Author(s)
      Keisuke Otaki, Mahito Sugiyama, Akihiro Yamamoto
    • Journal Title

      IEICE transactions on information and systems

      Volume: E95-D

    • NAID

      10031161470

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Semi-Supervised Ligand Finding Using Formal Concept Analysis2012

    • Author(s)
      Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
    • Journal Title

      IPSJ Transactions on Mathematical Modeling and Its Applications

      Pages: 29-48

    • NAID

      130002073654

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Semi-Supervised Ligand Finding Using Formal Concept Analysis2012

    • Author(s)
      Sugiyama, M.,Yamamoto, A.
    • Journal Title

      IPSJ Transactions on Mathematical Modeling and Its Applications (TOM)

      Volume: 5 Pages: 114-123

    • NAID

      130002073654

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Learning Figures with the Haussdorff Metric by Fractals2011

    • Author(s)
      Mahito Sugiyama, Eiju Hirowatari, Hideki Tsuiki, Akihiro Yamamoto
    • Journal Title

      Lecture Note in Artificial Intelligence

      Volume: 6331 Pages: 315-329

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] SemiSupervised Learning for Mixed-Type Data via Formal Concept Analysis2011

    • Author(s)
      Sugiyama, M., Yamamoto, A
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 6828 Pages: 284-297

    • NAID

      40017386940

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] Semi-Supervised Learning for Mixed-Type Data via Formal Concept Analysis2011

    • Author(s)
      Sugiyama, M., Yamamoto, A.
    • Journal Title

      Conceptual Structures for Discovering Knowledge

      Volume: 6828 Pages: 284-297

    • DOI

      10.1007/978-3-642-22688-5_21

    • ISBN
      9783642226878, 9783642226885
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-10J05714, KAKENHI-PROJECT-22240010
  • [Journal Article] A Fast and Flexible Clustering Algorithm Using Binary Discretization2011

    • Author(s)
      Sugiyama, M., Yamamoto, A.
    • Journal Title

      Proceedings of the 2011 IEEE International Conference on Data Mining (ICDM 2011)

      Volume: (未定)(印刷中) Pages: 1212-1217

    • DOI

      10.1109/icdm.2011.9

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-10J05714, KAKENHI-PROJECT-22240010
  • [Journal Article] The Coding Divergence for Measuring the Complexity of Separating Two Sets2010

    • Author(s)
      Mahito Sugiyama, Akihiro Yamamoto
    • Journal Title

      JMLR : Workshop and Conference Proceedings

      Pages: 127-143

    • NAID

      110008096197

    • Data Source
      KAKENHI-PROJECT-22240010
  • [Journal Article] The Coding Divergence for Measuring the Complexity of Separating Two Sets2010

    • Author(s)
      Mahita Sugiyama, Akihiro Yamamoto
    • Journal Title

      JMLR : Workshop and Conference Proceedings

      Volume: 13 Pages: 127-143

    • NAID

      110008096197

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] Investigating Axis-Aligned Differentiable Trees through Neural Tangent Kernels2023

    • Author(s)
      Ryuichi Kanoh、Mahito Sugiyama
    • Organizer
      ICML 2023 Workshop Differentiable Almost Everything
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 機械学習におけるパラメータ空間の再考2023

    • Author(s)
      杉山麿人
    • Organizer
      創発的研究支援事業 融合の場2023 深層学習がもたらすブレイクスルーと可能性
    • Invited
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 非負テンソルの多体モデリング2023

    • Author(s)
      ガラムカリ和、杉山麿人
    • Organizer
      第37回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 任意の二分木構造に対するTree Neural Tangent Kernel2023

    • Author(s)
      加納龍一、杉山麿人
    • Organizer
      第37回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] グラフの識別や回帰におけるメッセージパッシングが与える影響の解析2023

    • Author(s)
      山田 正嗣、杉山 麿人
    • Organizer
      人工知能学会 第125回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Are abstract syntax trees natural? On the statistical predictability of source-code ASTs2023

    • Author(s)
      パツァキ・プロフィアペトル、杉山麿人
    • Organizer
      第26回情報論的学習理論ワークショップ (IBIS2023)
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Energy-Based Non-Negative Tensor Factorization via Multi-Body Modeling2023

    • Author(s)
      Kazu Ghalamkari、Mahito Sugiyama
    • Organizer
      ICML 2023 Workshop Duality Principles for Modern Machine Learning
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] テンソルの部分二体相互作用近似2022

    • Author(s)
      ガラムカリ和、杉山麿人
    • Organizer
      第25回情報論的学習理論ワークショップ(IBIS2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Non-negative low-rank approximations for multi-dimensional arrays on statistical manifold2022

    • Author(s)
      Kazu Ghalamkari、Mahito Sugiyama
    • Organizer
      International Conference on Information Geometry for Data Science (IG4DS)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 任意の二分木構造に対するTree Neural Tangent Kernel2022

    • Author(s)
      加納龍一、杉山麿人
    • Organizer
      第25回情報論的学習理論ワークショップ(IBIS2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] パーセプトロン学習におけるセル移植2022

    • Author(s)
      石﨑龍之介、杉山麿人
    • Organizer
      第25回情報論的学習理論ワークショップ(IBIS2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Neural Tangent Kernelを用いたSoft Tree Ensembleの解析2021

    • Author(s)
      加納龍一、杉山麿人
    • Organizer
      第24回情報論的学習理論ワークショップ(IBIS2021)
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 複合行列の最良ランク1近似に基づく欠損を含むランク1NMFの高速な解法2021

    • Author(s)
      ガラムカリ 和、杉山 麿人
    • Organizer
      人工知能学会 第119回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 対数線形モデルの期待値保存則に基づく高速な低タッカーランク近似2021

    • Author(s)
      ガラムカリ和、杉山麿人
    • Organizer
      第24回情報論的学習理論ワークショップ(IBIS2021)
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] グラフマイニングとモンテカルロ木探索を用いた分子グラフ生成2021

    • Author(s)
      山田正嗣、杉山麿人
    • Organizer
      人工知能学会 第117回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 協調フィルタリングにおける非負行列因子分解の過剰パラメータ化に関する研究2021

    • Author(s)
      川上雄飛、杉山麿人
    • Organizer
      第24回情報論的学習理論ワークショップ(IBIS2021)
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] 平均場近似に基づく正テンソルの最良ランク1近似2021

    • Author(s)
      ガラムカリ和、杉山麿人
    • Organizer
      第35回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Neural Tangent Kernelを用いたSoft Tree Ensembleの解析2021

    • Author(s)
      加納 龍一、杉山 麿人
    • Organizer
      人工知能学会 第119回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-23K21699
  • [Presentation] Finding Statistically Significant Interactions between Continuous Features2019

    • Author(s)
      Mahito Sugiyama, Karsten M. Borgwardt
    • Organizer
      28th International Joint Conference on Artificial Intelligence
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Presentation] 近傍法と形式概念解析を用いた制約付きクラスタリング2019

    • Author(s)
      米田 友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第109回人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Machine Learning and Information Geometry2018

    • Author(s)
      杉山麿人
    • Organizer
      日独先端科学(JGFoS)シンポジウム
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Tensor Balancing on Statistical Manifold2018

    • Author(s)
      杉山麿人
    • Organizer
      第17回情報科学技術フォーラム
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] 近傍法による2値化と頻出パターンマイニングを用いたデータの代表点抽出2018

    • Author(s)
      米田友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第32回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] 近傍法と形式概念解析を用いた階層的構造の学習2018

    • Author(s)
      米田友花, 杉山 麿人, 鷲尾 隆
    • Organizer
      第21回情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] テンソルのルジャンドル分解2018

    • Author(s)
      杉山麿人、中原裕之、津田宏治
    • Organizer
      第106回人工知能基本問題研究会(SIG-FPAI)
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Significant Pattern Mining on Graphs2017

    • Author(s)
      Sugiyama Mahito
    • Organizer
      10th International Conference on Multiple Comparison Procedures
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Information Geometric Analysis on Partial Order Structures2017

    • Author(s)
      Sugiyama Mahito
    • Organizer
      Kyoto University Informatics Seminar
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] ネットワーク構造上の統計モデルと情報幾何的な解析2017

    • Author(s)
      杉山麿人
    • Organizer
      第10回情報ネットワーク科学研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] 順序構造上の情報幾何的な統計解析2017

    • Author(s)
      杉山 麿人, 中原 裕之, 津田 宏治
    • Organizer
      第103回人工知能学会基本問題研究会
    • Place of Presentation
      湯布院公民館 (大分県由布市)
    • Year and Date
      2017-03-13
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Presentation] Tensor Balancing on Statistical Manifold2017

    • Author(s)
      Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
    • Organizer
      34th International Conference on Machine Learning
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02870
  • [Presentation] 離散化による解釈可能な分類モデルの構築2017

    • Author(s)
      米田友花、杉山麿人、鷲尾隆
    • Organizer
      第31回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-16K16115
  • [Presentation] Statistical Analysis on Order Structures2016

    • Author(s)
      Mahito Sugiyama
    • Organizer
      3rd mini-symposium on Computations, Brains and Machines
    • Place of Presentation
      理研BSI(埼玉県・和光市)
    • Year and Date
      2016-03-17
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Presentation] 統計的パターンマイニング2015

    • Author(s)
      杉山 麿人
    • Organizer
      第14回情報科学技術フォーラム
    • Place of Presentation
      愛媛大学(愛媛県・松山市)
    • Year and Date
      2015-09-15
    • Invited
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Presentation] ランダムウォークグラフカーネルの停止に関する解析2015

    • Author(s)
      杉山 麿人
    • Organizer
      第18回情報論的学習理論ワークショップ (IBIS2015)
    • Place of Presentation
      つくば国際会議場(茨城県・つくば市)
    • Year and Date
      2015-11-25
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Presentation] Multiple Testing Correction in Graph Mining2015

    • Author(s)
      Sugiyama, M.
    • Organizer
      Tokyo Workshop on Statistically Sound Data Mining
    • Place of Presentation
      東京
    • Year and Date
      2015-02-16
    • Invited
    • Data Source
      KAKENHI-PROJECT-26880013
  • [Presentation] Outliers on Concept Lattices2013

    • Author(s)
      Mahito Sugiyama
    • Organizer
      Workshop on Data Discretization and Segmentation for Knowledge Discovery (DDS2013)
    • Place of Presentation
      横浜
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] 符号化ダイバージェンスを用いたクラス分類のためのオンラインアルゴリズム2011

    • Author(s)
      吉岡正志, 杉山麿人, 山本章博
    • Organizer
      第4回情報論的学習理論と機械学習研究会(IBISML)
    • Place of Presentation
      大阪市
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] Semi-Supervised Ligand Finding Using Formal Concept Analysis2011

    • Author(s)
      Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
    • Organizer
      第86回MPS・第27回BIO合同研究発表会
    • Place of Presentation
      調布
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] Mining RNA Families with Structure Histograms2011

    • Author(s)
      Yudai Kawai, Mahito Sugiyama, Akihiro Yamamoto
    • Organizer
      The 5th International Workshop on Data-Mining and Statistical Science (DMSS2011)
    • Place of Presentation
      大阪市
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] Discovering Ligands for TRP Ion Channels Using Formal Concept Analysis2011

    • Author(s)
      Sugiyama, M., Imajo, K., Otaki, K., Yamamoto, A
    • Organizer
      The 21st International Conference on Inductive Logic Programming (ILP 2011)
    • Place of Presentation
      Windsor, UK
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] Fast Clustering Based on the Gray-Code2011

    • Author(s)
      Mahito Sugiyama, Akihiro Yamamoto
    • Organizer
      7th Workshop on Learning with Logics and Logics for Learning (LLLL2011)
    • Place of Presentation
      大阪市
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] 木構造を利用した自然画像の部分領域探索とフラクタル圧縮・マイニングへの応用2011

    • Author(s)
      福村貴志, 杉山麿人, 山本章博
    • Organizer
      第4回情報論的学習理論と機械学習研究会(IBISML)
    • Place of Presentation
      大阪市
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] グレイ符号化ダイバージェンスによる連続データからの計算論的知識発見2010

    • Author(s)
      杉山麿人, 山本章博
    • Organizer
      第78回人工知能学会基本問題研究会
    • Place of Presentation
      神戸市
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] 離散量と連続量が混在するデータに対する形式概念分析を用いた半教師あり学習2010

    • Author(s)
      杉山麿人, 山本章博
    • Organizer
      第80回人工知能学会基本問題研究会
    • Place of Presentation
      東京都港区
    • Year and Date
      2010-11-17
    • Data Source
      KAKENHI-PROJECT-22240010
  • [Presentation] 符号化ダイバージェンスによる2つの集合の異なり具合の定量化2010

    • Author(s)
      杉山麿人, 山本章博
    • Organizer
      第1回情報論的学習理論と機械学習研究会(IBISML)
    • Place of Presentation
      東京都文京区
    • Data Source
      KAKENHI-PROJECT-22240010
  • 1.  HIRATA Kouich (20274558)
    # of Collaborated Projects: 2 results
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  • 2.  YAMAMOTO Akihiro (30230535)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 19 results
  • 3.  TOKUNAGA Hiroo (30211395)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  TSUIKI Hideki (10211377)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 5.  HIROWATARI Eiju (60274429)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 6.  YOSHINAKA Ryo (80466424)
    # of Collaborated Projects: 1 results
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  • 7.  井 智弘 (20773360)
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  • 8.  久保山 哲二 (80302660)
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  • 9.  篠原 武 (60154225)
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  • 10.  佐藤 健 (00271635)
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  • 11.  大久保 好章 (40271639)
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  • 12.  伊藤 公人 (60396314)
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  • 13.  市瀬 夏洋 (70302750)
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  • 14.  明石 望洋 (90973553)
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  • 15.  新熊 亮一 (70362580)
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  • 16.  今泉 允聡 (90814088)
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  • 17.  IKEDA Madori
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  • 18.  OTAKI Keisuke
    # of Collaborated Projects: 1 results
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  • 19.  柳井 毅
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    # of Collaborated Products: 1 results

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