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Kawashima Takayuki  川島 孝行

ORCIDConnect your ORCID iD *help
Researcher Number 60846210
Other IDs
Affiliation (Current) 2025: 東京科学大学, 情報理工学院, 助教
Affiliation (based on the past Project Information) *help 2019 – 2023: 東京工業大学, 情報理工学院, 助教
Review Section/Research Field
Principal Investigator
Basic Section 60030:Statistical science-related / 1001:Information science, computer engineering, and related fields
Except Principal Investigator
Basic Section 60030:Statistical science-related
Keywords
Principal Investigator
非凸最適化 / 実データ解析 / 統計モデリング / スパースモデリング / 空間スキャン / 数理統計 / 収束保証 / 推定アルゴリズム / 非凸性
Except Principal Investigator
情報転送 … More / 転移学習 / 多ドメインデータ / 最適輸送 / 最適化 / 機械学修 / 数理統計 / 数理統計学 / 機械学習 / データサイエンス / AI Less
  • Research Projects

    (3 results)
  • Research Products

    (12 results)
  • Co-Researchers

    (7 People)
  •  大量かつ多様なデータのための非凸性に基づく統計モデリングと推定アルゴリズムPrincipal Investigator

    • Principal Investigator
      川島 孝行
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      Tokyo Institute of Technology
  •  Statistical modeling based on non-convexity with convergence guaranteed estimation algorithmPrincipal Investigator

    • Principal Investigator
      Kawashima Takayuki
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      1001:Information science, computer engineering, and related fields
    • Research Institution
      Tokyo Institute of Technology
  •  Statistical Learning with feature extraction and information integration of High-dimensional, large-scale, multi-domain data

    • Principal Investigator
      Kanamori Takafumi
    • Project Period (FY)
      2019 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      Tokyo Institute of Technology

All 2023 2022 2021 2020 2019

All Journal Article Presentation

  • [Journal Article] Estimation of the time of exposure based on interval and censored data using the <i>ε</i>‐accelerated EM algorithm2023

    • Author(s)
      Yoneoka Daisuke、Kawashima Takayuki、Tanoue Yuta、Nomura Shuhei、Eguchi Akifumi
    • Journal Title

      Statistics in Medicine

      Volume: 42 Issue: 25 Pages: 4542-4555

    • DOI

      10.1002/sim.9874

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K17859
  • [Journal Article] Distributed lag interrupted time series model for unclear intervention timing: effect of a statement of emergency during COVID-19 pandemic2022

    • Author(s)
      Yoneoka Daisuke、Kawashima Takayuki、Tanoue Yuta、Nomura Shuhei、Eguchi Akifumi
    • Journal Title

      BMC Medical Research Methodology

      Volume: 22 Issue: 1

    • DOI

      10.1186/s12874-022-01662-1

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17859, KAKENHI-PROJECT-19K24340
  • [Journal Article] Public transportation network scan for rapid surveillance2022

    • Author(s)
      Tanoue Yuta、Yoneoka Daisuke、Kawashima Takayuki、Uryu Shinya、Nomura Shuhei、Eguchi Akifumi、Makiyama Koji、Matsuura Kentaro
    • Journal Title

      Biostatistics &amp; Epidemiology

      Volume: - Issue: 1 Pages: 1-15

    • DOI

      10.1080/24709360.2022.2065628

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K24340
  • [Journal Article] Robust regression against heavy heterogeneous contamination2022

    • Author(s)
      Kawashima Takayuki、Fujisawa Hironori
    • Journal Title

      Metrika

      Volume: 86 Issue: 4 Pages: 421-442

    • DOI

      10.1007/s00184-022-00874-1

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K00065, KAKENHI-PROJECT-22K17859, KAKENHI-PROJECT-19K24340
  • [Journal Article] EM algorithm using overparameterization for the multivariate skew-normal distribution2021

    • Author(s)
      Abe Toshihiro、Fujisawa Hironori、Kawashima Takayuki、Ley Christophe
    • Journal Title

      Econometrics and Statistics

      Volume: 19 Pages: 151-168

    • DOI

      10.1016/j.ecosta.2021.03.003

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K24340, KAKENHI-PROJECT-17K00065, KAKENHI-PROJECT-19K11869, KAKENHI-PROJECT-19KK0287
  • [Journal Article] Geographically weighted generalized Farrington algorithm for rapid outbreak detection over short data accumulation periods2021

    • Author(s)
      Yoneoka Daisuke、Kawashima Takayuki、Makiyama Koji、Tanoue Yuta、Nomura Shuhei、Eguchi Akifumi
    • Journal Title

      Statistics in Medicine

      Volume: 40 Issue: 28 Pages: 6277-6294

    • DOI

      10.1002/sim.9182

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K17292, KAKENHI-PROJECT-19K24340, KAKENHI-PROJECT-21H03203
  • [Presentation] 平滑化全変動距離によるロバスト推定2023

    • Author(s)
      金森 敬文、横山 皓大、川島 孝行
    • Organizer
      統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-19H04071
  • [Presentation] 空間スキャン統計量と高次元回帰モデルの接点2023

    • Author(s)
      川島孝行
    • Organizer
      第18回 ネットワーク生態学シンポジウム
    • Data Source
      KAKENHI-PROJECT-22K17859
  • [Presentation] 空間スキャン統計量と高次元回帰モデルの接点2023

    • Author(s)
      川島孝行
    • Organizer
      2023年度統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-22K17859
  • [Presentation] 射影勾配法による高次元回帰モデリング2020

    • Author(s)
      川島孝行
    • Organizer
      2020年度科研費シンポジウム 「多様な分野のデータに対する統計科学・機械学習的アプローチ」
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K24340
  • [Presentation] ガンマ・ダイバージェンス最小化に基づくロバストかつスパースな回帰2019

    • Author(s)
      川島 孝行
    • Organizer
      統計学と機械学習の数理と展開
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K24340
  • [Presentation] ロバストかつスパースな回帰モデリング2019

    • Author(s)
      川島 孝行
    • Organizer
      第4回統計・機械学習若手シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K24340
  • 1.  Kanamori Takafumi (60334546)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 2.  熊谷 亘 (20747167)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  竹之内 高志 (50403340)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  松井 孝太 (50737111)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  武田 朗子 (80361799)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  藤澤 洋徳
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 7.  米岡 大輔
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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