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Yamada Makoto  山田 誠

ORCIDConnect your ORCID iD *help
Researcher Number 00581323
Other IDs
Affiliation (Current) 2022: 国立研究開発法人理化学研究所, 革新知能統合研究センター, チームリーダー
2022: 京都大学, 情報学研究科, 准教授
Affiliation (based on the past Project Information) *help 2018 – 2021: 京都大学, 情報学研究科, 准教授
2017: 国立研究開発法人理化学研究所, 革新知能統合研究センター, ユニットリーダー
2016: 京都大学, 化学研究所, 助教
Review Section/Research Field
Principal Investigator
Intelligent informatics / Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Statistical science / Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords
Principal Investigator
特徴選択 / 機械学習 / 非線形 / 選択的推論 / カーネル法 / 統計的推論
Except Principal Investigator
個別化医療 / 統計科学 / 社会医学 / 薬剤反応性 … More / 臨床試験 / 研究デザイン / 統計解析 / 診断法開発 / 統計数学 / 因果推論 / 機械学習 Less
  • Research Projects

    (4 results)
  • Research Products

    (16 results)
  • Co-Researchers

    (13 People)
  •  個別化医療の適応的臨床研究を支える統計・機械学習法に関する研究

    • Principal Investigator
      松井 茂之
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      Nagoya University
  •  Research and development of nonlinear Selective Inference for high-dimensional and small number of samples dataPrincipal Investigator

    • Principal Investigator
      山田 誠
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Kyoto University
  •  Developing Nonlinear Feature Selection Algorithm for Ultra High-Dimensional DataPrincipal Investigator

    • Principal Investigator
      Yamada Makoto
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Institute of Physical and Chemical Research
      Kyoto University
  •  個別化医療の開発のための統計的方法論の構築とその実践に関する総合的研究

    • Principal Investigator
      松井 茂之
    • Project Period (FY)
      2016 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research (S)
    • Research Field
      Statistical science
    • Research Institution
      Nagoya University

All 2020 2019 2018 2017 2016

All Journal Article Presentation

  • [Journal Article] Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data2019

    • Author(s)
      Climente-Gonzlez Hctor、Azencott Chlo-Agathe、Kaski Samuel、Yamada Makoto
    • Journal Title

      Bioinformatics

      Volume: 35

    • DOI

      10.1093/bioinformatics/btz333

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Journal Article] Robust Sample-Specific Stability Selection with Effective Error Control2019

    • Author(s)
      Park H, Yamada M, Imoto S, Miyano S
    • Journal Title

      Journal of Computational Biology

      Volume: 26(3) Pages: 202-217

    • DOI

      10.1089/cmb.2018.0180

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05912, KAKENHI-PROJECT-16H06299
  • [Journal Article] Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data2018

    • Author(s)
      Yamada Makoto、Tang Jiliang、Lugo-Martinez Jose、Hodzic Ermin、Shrestha Raunak、Ouyang Hua、Radivojac Predrag、Sahinalp Cenk、Menczer Filippo、Chang Yi、Saha Avishek、Mamitsuka Hiroshi、Yin Dawei
    • Journal Title

      IEEE Transactions on Knowledge and Data Engineering

      Volume: n/a Pages: 1-1

    • DOI

      10.1109/tkde.2018.2789451

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114, KAKENHI-PROJECT-16H02868
  • [Journal Article] Lifecycle Modeling for Buzz Temporal Pattern Discovery2016

    • Author(s)
      Yi Chang, Makoto Yamada, Antonio Ortega
    • Journal Title

      ACM Transactions on Knowledge Discovery from Data (TKDD)

      Volume: 11

    • DOI

      10.1145/2994605

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] Unsupervised Nonlinear Feature Selection from High-dimensional Signed Networks.2020

    • Author(s)
      Qiang Huang, Tingyu Xia, Huiyan Sun, Makoto Yamada, Y. Chang
    • Organizer
      34th AAAI Conference on Artificial Intelligence (AAAI)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Learning to Sample Hard Instances for Graph Algorithms.2019

    • Author(s)
      Ryoma Sato, Makoto Yamada, Hisashi Kashima
    • Organizer
      ACML 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Factorization Machinesを用いたCoxハザードモデル.2019

    • Author(s)
      佐竹 哉太, 山田 誠, 松井 孝太, 松井 茂之, 鹿島 久嗣
    • Organizer
      2019年度人工知能学会全国大会(第33回).
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Kernel Stein Tests for Multiple Model Comparison.2019

    • Author(s)
      Jen Ning Lim, Makoto Yamada, Bernhard Schölkopf, Wittawat Jitkrittum
    • Organizer
      NeurIPS 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Approximation Ratios of Graph Neural Networks for Combinatorial Problems2019

    • Author(s)
      Ryoma Sato, Makoto Yamada, Hisashi Kashima
    • Organizer
      NeurIPS 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator.2019

    • Author(s)
      Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
    • Organizer
      ICLR 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H06299
  • [Presentation] Convex Factorization Machine for Toxicogenomics Prediction2017

    • Author(s)
      Yamada Makoto、Lian Wenzhao、Goyal Amit、Chen Jianhui、Wimalawarne Kishan、Khan Suleiman A.、Kaski Samuel、Mamitsuka Hiroshi、Chang Yi
    • Organizer
      Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] Localized Lasso for High-Dimensional Regression2017

    • Author(s)
      Yamada Makoto、Takeuchi Koh、Iwata Tomoharu、Taylor John-Shawe、Kaski Samuel
    • Organizer
      AISTATS 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] A Robust Convex Formulation for Ensemble Clustering2016

    • Author(s)
      Junning Gao, Makoto Yamada, Samuel Kaski, Hiroshi Mamitsuka, Shanfeng Zhu
    • Organizer
      The Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16)
    • Place of Presentation
      New York USA
    • Year and Date
      2016-07-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models2016

    • Author(s)
      Tomoharu Iwata, Makoto Yamada
    • Organizer
      Neural Information Processing Systems (NIPS 2016)
    • Place of Presentation
      Barcelona Spain
    • Year and Date
      2016-12-05
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] Which Tumblr Post Should I read Next?2016

    • Author(s)
      Zornitsa Kozareva, Makoto Yamada
    • Organizer
      the annual meeting of the Association for Computational Linguistics (ACL)
    • Place of Presentation
      Berlin Germany
    • Year and Date
      2016-08-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • [Presentation] Timeline Summarization from Social Media with Life Cycle Models2016

    • Author(s)
      Yi Chang, Jiliang Tang, Dawei Yin, Makoto Yamada, Yan Liu
    • Organizer
      The Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16)
    • Place of Presentation
      New York USA
    • Year and Date
      2016-07-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16114
  • 1.  松井 茂之 (80305854)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 1 results
  • 2.  角田 達彦 (10273468)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  山下 智志 (50244108)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  服部 聡 (50425154)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  星野 崇宏 (20390586)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  三分一 史和 (30360647)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  小森 理 (60586379)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  下平 英寿 (00290867)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  POIGNARD BENJAMIN (40845252)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  馬見塚 拓
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 11.  井元 清哉
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 12.  PARK HEEWON
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 13.  宮野 悟
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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