TAKABE Satoshi 高邉賢史

… Alternative Names

Takabe Satoshi 高邉賢史

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Researcher Number	60804218
Other IDs
Affiliation (Current)	2025: 東京科学大学, 情報理工学院, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2024: 東京工業大学, 情報理工学院, 准教授 2017 – 2020: 名古屋工業大学, 工学(系)研究科(研究院), 助教 2018: 名古屋工業大学, 工学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related / Basic Section 13010:Mathematical physics and fundamental theory of condensed matter physics-related / Soft computing Except Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields / Soft computing
Keywords	Principal Investigator 情報統計力学 / 確率伝搬法 / 乱択アルゴリズム / 深層展開 / アドホックネットワーク / ランダム幾何グラフ / ランダムグラフ / レプリカ法 / 圧縮センシング / 統計力学 … More Except Principal Investigator … More 符号理論 / 信号処理 / 制御工学 / 無線通信工学 / 分散信号処理 / 無線信号処理 / 深層学習 / 深層展開 / 情報学 / 圧縮センシング / 計算機科学 / 非線形観測 / 計算量理論 / 情報統計力学 / 情報理論 Less

Application of deep unfolding to stochastic information processing algorithmsPrincipal Investigator
- Principal Investigator
  
  高邉賢史
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Tokyo Institute of Technology
深層展開に基づく信号処理アルゴリズム構築論の深化と展開
- Principal Investigator
  
  和田山正
- Project Period (FY)
  2022 – 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 Institute of Technology
Mean-field theory for random geometric graph and its application to mathematical modelsPrincipal Investigator
- Principal Investigator
  
  Takabe Satoshi
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 13010:Mathematical physics and fundamental theory of condensed matter physics-related
- Research Institution
  Tokyo Institute of Technology
  Nagoya Institute of Technology
Statistical-mechanical approach for nonconvex compressed sensing and sparse modeling for correlated signalsPrincipal Investigator
- Principal Investigator
  
  Takabe Satoshi
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Soft computing
- Research Institution
  Nagoya Institute of Technology
Novel Development of Nonlinear Sparse Recovery
- Principal Investigator
  
  Mimura Kazushi
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Soft computing
- Research Institution
  Hiroshima City University

All 2024 2023 2022 2021 2020 2019 2018 2017

All Journal Article Presentation

[Journal Article] Hubbard-Stratonovich Detector for Simple Trainable MIMO Signal Detection2024
- Author(s)
  Takabe Satoshi、Abe Takashi
- Journal Title
  
  IEEE Wireless Communications Letters
  
  Volume: 13 Issue: 3 Pages: 701-705
- DOI
  10.1109/lwc.2023.3340172
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K17964, KAKENHI-PROJECT-22H00514
[Journal Article] Proximal Decoding for LDPC Codes2023
- Author(s)
  WADAYAMA Tadashi、TAKABE Satoshi
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E106.A Issue: 3 Pages: 359-367
- DOI
  10.1587/transfun.2022TAP0002
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2023-03-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22H00514, KAKENHI-PROJECT-22K17964
[Journal Article] Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent2022
- Author(s)
  TAKABE Satoshi、WADAYAMA Tadashi
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E105.A Issue: 8 Pages: 1110-1120
- DOI
  10.1587/transfun.2021EAP1139
- NAID
  130008144000
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2022-08-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K14613, KAKENHI-PROJECT-22K17964, KAKENHI-PROJECT-22H00514
[Journal Article] Deep-Unfolded Sparse CDMA: Multiuser Detector and Sparse Signature Design2021
- Author(s)
  Takabe Satoshi、Yamauchi Yuki、Wadayama Tadashi
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 40027-40038
- DOI
  10.1109/access.2021.3064558
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K14613, KAKENHI-PROJECT-19H02138
[Journal Article] Chebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point Iterations2021
- Author(s)
  Wadayama Tadashi、Takabe Satoshi
- Journal Title
  
  IEEE Signal Processing Letters
  
  Volume: 28 Pages: 907-911
- DOI
  10.1109/lsp.2021.3073620
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K14613
[Journal Article] 確率的なノード故障が生じる無線センサネットワークの連結性の相転移現象2020
- Author(s)
  高邉賢史、和田山正
- Journal Title
  
  電子情報通信学会論文誌 A
  
  Volume: J103-A Pages: 1-8
- Data Source
  KAKENHI-PROJECT-19K14613
[Journal Article] Trainable ISTA for Sparse Signal Recovery2019
- Author(s)
  D. Ito, S. Takabe, and T. Wadayama
- Journal Title
  
  IEEE Transactions on Signal Processing
  
  Volume: 67 Issue: 12 Pages: 3113-3125
- DOI
  10.1109/tsp.2019.2912879
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02878, KAKENHI-PROJECT-17H06758, KAKENHI-PROJECT-19H02138
[Journal Article] Approximation Theory for Connectivity of Ad Hoc Wireless Networks with Node Faults2019
- Author(s)
  S. Takabe and T. Wadayama
- Journal Title
  
  IEEE Wireless Communications Letters
  
  Volume: 印刷中 Issue: 4 Pages: 1240-1243
- DOI
  10.1109/lwc.2019.2912610
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02878, KAKENHI-PROJECT-17H06758, KAKENHI-PROJECT-19K14613
[Journal Article] Fault Tolerance of Random Graphs with respect to Connectivity: Mean-field Approximation for Semi-dense Random Graphs2019
- Author(s)
  Takabe Satoshi、Takafumi Nakano、Wadayama Tadashi
- Journal Title
  
  Physical Review E
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H06758
[Journal Article] Fault tolerance of random graphs with respect to connectivity: Mean-field approximation for semidense random graphs2019
- Author(s)
  Takabe Satoshi、Nakano Takafumi、Wadayama Tadashi
- Journal Title
  
  Physical Review E
  
  Volume: 99 Issue: 5 Pages: 050304-050304
- DOI
  10.1103/physreve.99.050304
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K14613
[Journal Article] Fault tolerance of random graphs with respect to connectivity: Mean-field approximation for semidense random graphs2019
- Author(s)
  S. Takabe and T. Wadayama
- Journal Title
  
  Physical Review E
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02878
[Journal Article] Typical approximation performance for maximum coverage problem2018
- Author(s)
  Takabe Satoshi、Maehara Takanori、Hukushima Koji
- Journal Title
  
  Physical Review E
  
  Volume: 97 Issue: 2 Pages: 022138-022138
- DOI
  10.1103/physreve.97.022138
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011, KAKENHI-PLANNED-25120010, KAKENHI-PROJECT-17H06758
[Presentation] モンテカルロ法に基づく勾配降下法の深層展開による収束加速2024
- Author(s)
  萩原涼, 高邉賢史
- Organizer
  日本物理学会2024年次大会
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] 低計算量な学習可能MIMO信号検出器に関する一検討2023
- Author(s)
  高邉賢史
- Organizer
  2023年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] 学習型シミュレーティッド分岐マシンを用いたMIMO信号検出2023
- Author(s)
  高邉賢史
- Organizer
  日本物理学会
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] 粒子型変分推論における深層展開と性能向上2023
- Author(s)
  河村祐弥, 高邉賢史
- Organizer
  第26回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] 大規模MIMOにおける低計算量な学習可能多値QAM信号検出器2023
- Author(s)
  阿部傑, 高邉賢史
- Organizer
  情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] 深層展開による粒子型変分推定の収束加速2023
- Author(s)
  河村祐弥, 高邉賢史
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] シミュレーティッド分岐マシンを利用した深層展開型MIMO信号検出器2023
- Author(s)
  高邉賢史
- Organizer
  情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-22K17964
[Presentation] TopK演算子を利用した深層展開型疎信号復元アルゴリズム2022
- Author(s)
  水谷将成，高邉賢史，和田山正
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Asymptotic Mean Squared Error of Noisy Periodical Successive Over-Relaxation2022
- Author(s)
  Tadashi Wadayama and Satoshi Takabe
- Organizer
  IEEE International Symposium on Information Theory, (ISIT)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22H00514
[Presentation] アドホックネットワークのランダムノード故障―連結性の理論解析―2022
- Author(s)
  高邉賢史
- Organizer
  ネットワーク科学研究会2022
- Invited
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Refined Density Evolution Analysis of LDPC Codes for Successive Interference Cancellation2021
- Author(s)
  Satoshi Takabe, Tadashi Wadayama, Masahito Hayashi
- Organizer
  2021 IEEE Global Communications Conference (GLOBECOM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] 一般化ランダム幾何グラフにおける次数相関の解析2020
- Author(s)
  高邉賢史，和田山正
- Organizer
  日本物理学会秋季大会
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] 信号処理・無線通信に対する深層展開型アルゴリズムの進展2020
- Author(s)
  高邉賢史
- Organizer
  電子情報通信学会信号処理研究会
- Invited
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Deep Unfolded Multicast Beamforming2020
- Author(s)
  Takabe Satoshi、Wadayama Tadashi
- Organizer
  GLOBECOM 2020 - 2020 IEEE Global Communications Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Trainable Projected Gradient Detector for Sparsely Spread Code Division Multiple Access2020
- Author(s)
  Takabe Satoshi、Yamauchi Yuki、Wadayama Tadashi
- Organizer
  2020 IEEE International Conference on Communications (ICC2020) workshop
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Complex Trainable Ista for Linear and Nonlinear Inverse Problems2020
- Author(s)
  Takabe Satoshi、Wadayama Tadashi、Eldar Yonina C.
- Organizer
  2020 IEEE International Conference on Acoustics, Speech and Signal Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] 計算-転送方式におけるLDPC符号化変調方式の漸近性能解析2019
- Author(s)
  高邉賢史，和田山正，林正人
- Organizer
  第3回情報理論および符号理論とその応用ワークショップ
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] ランダム幾何グラフ上の確率的ノード除去モデルの連結性に対する平均場解析2019
- Author(s)
  高邉賢史，和田山正
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 複素非線形観測のための学習可能信号復元アルゴリズム2019
- Author(s)
  高邉賢史、和田山正
- Organizer
  日本物理学会秋季大会
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] 確率的なノード除去に伴うランダムグラフの連結性の相転移現象2019
- Author(s)
  高邉賢史
- Organizer
  水戸数学情報数理研究会2019「連結の数理」
- Invited
- Data Source
  KAKENHI-PROJECT-19K14613
[Presentation] Trainable ISTA ～深層学習を利用した疎信号復元反復アルゴリズム～2019
- Author(s)
  高邉賢史，和田山正
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] k-connectivity of Random Graphs and Random Geometric Graphs in Node Fault Model2018
- Author(s)
  Takabe Satoshi、Wadayama Tadashi
- Organizer
  International Symposium on Information Theory and Its Applications (ISITA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Connectivity of Ad Hoc Wireless Networks with Node Faults2018
- Author(s)
  S. Takabe and T. Wadayama
- Organizer
  2018 IEEE Global Communications Conference (Globecom2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02878
[Presentation] Joint Quantizer Optimization based on Neural Quantizer for Sum-Product Decoder2018
- Author(s)
  T. Wadayama and S. Takabe
- Organizer
  2018 IEEE Global Communications Conference (Globecom2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02878
[Presentation] 確率的ノード除去に対する連結性の相転移現象：統計力学的解析と確率的解析2018
- Author(s)
  高邉賢史
- Organizer
  ネットワーク科学セミナー：つながりと相互作用のランダムネス
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Trainable ISTA for Sparse Signal Recovery2018
- Author(s)
  Ito Daisuke、Takabe Satoshi、Wadayama Tadashi
- Organizer
  018 IEEE International Conference on Communications Workshops (ICC Workshops)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Mean-field analysis of network connectivity against stochastic node removals2018
- Author(s)
  S. Takabe, T. Nakano, and T. Wadayama
- Organizer
  BIFI International Conference 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 非凸Lqノルム正則化項をもつ圧縮センシングの統計力学的解析2018
- Author(s)
  高邉賢史，和田山正，樺島祥介
- Organizer
  日本物理学会第73回年次大会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 圧縮センシングのための非凸ノルムを用いた学習可能アルゴリズム2018
- Author(s)
  高邉賢史，和田山正，樺島祥介
- Organizer
  日本物理学会秋季大会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 大規模過負荷MIMO通信に適した深層学習を用いた反復検出法2018
- Author(s)
  今西真之，高邉賢史，和田山正
- Organizer
  第41回情報理論とその応用シンポジウム (SITA2018)
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Trainable ISTA for Sparse Signal Recovery2018
- Author(s)
  D. Ito, S. Takabe, and T. Wadayama
- Organizer
  IEEE International Conference on Communications (ICC2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02878
[Presentation] Mean-field Analysis of Network Reliability with respect to Connectivity against Stochastic Node Removals2018
- Author(s)
  S. Takabe, T. Nakano, and T. Wadayama
- Organizer
  American Physics Society march meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Connectivity of Ad Hoc Wireless Networks with Node Faults2018
- Author(s)
  Takabe Satoshi、Wadayama Tadashi
- Organizer
  2018 IEEE Global Communications Conference (GLOBECOM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 大規模過負荷 MIMO 通信における深層学習を用いた反復検出法2018
- Author(s)
  今西真之，高邉賢史，和田山正
- Organizer
  革新的無線通信技術に関する横断型研究会 (MIKA2018)
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] Trainable ISTA for Sparse Signal Recovery2018
- Author(s)
  Daisuke Ito, Satoshi Takabe, and Tadashi Wadayama
- Organizer
  The 2018 IEEE International Conference on Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02878
[Presentation] Probabilistic Analysis of Network Reliability and Robustness in Node Fault Model2017
- Author(s)
  高邉賢史，和田山正
- Organizer
  第40回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] ネットワーク上のノード故障時の連結性に関する相転移現象の平均場解析2017
- Author(s)
  高邉賢史，中野貴文，和田山正
- Organizer
  日本物理学会2017年秋季大会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] スパース信号復元のためのTrainable ISTA2017
- Author(s)
  伊藤大輔，高邉賢史，和田山正
- Organizer
  第40回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] ネットワーク上のノード故障時の連結性に関する相転移現象の解析2017
- Author(s)
  高邉賢史，中野貴文，和田山正
- Organizer
  情報理論研究会
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 確率的ノード故障モデルにおける連結性に関する相転移現象2017
- Author(s)
  高邉賢史，中野貴文，和田山正
- Organizer
  ネットワーク科学セミナー2017
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 確率的ノード故障モデルにおける信頼性と冗長性の確率的解析2017
- Author(s)
  高邉賢史，和田山正
- Organizer
  第10回シャノン理論ワークショップ
- Data Source
  KAKENHI-PROJECT-17H06758
[Presentation] 組合せ最適化問題に対する近似アルゴリズムの典型性能評価と相転移現象2017
- Author(s)
  高邉賢史
- Organizer
  日本オペレーションズ・リサーチ学会「最適化の基盤とフロンティア」研究部会
- Invited
- Data Source
  KAKENHI-PROJECT-17H06758

1. 和田山正 (20275374)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
2. Mimura Kazushi (40353297)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. Takeuchi Jun'ichi (80432871)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 田中利幸 (10254153)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 泉泰介 (20432461)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 林和則 (50346102)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 小蔵正輝 (10800732)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 岡野訓尚 (80778209)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. Coolen A.C.C.

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 前原貴憲

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

TAKABE Satoshi 高邉 賢史

Takabe Satoshi 高邉 賢史

Research Projects

Research Products

Co-Researchers

Application of deep unfolding to stochastic information processing algorithmsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

深層展開に基づく信号処理アルゴリズム構築論の深化と展開

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Mean-field theory for random geometric graph and its application to mathematical modelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Statistical-mechanical approach for nonconvex compressed sensing and sparse modeling for correlated signalsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Novel Development of Nonlinear Sparse Recovery

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Hubbard-Stratonovich Detector for Simple Trainable MIMO Signal Detection2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Proximal Decoding for LDPC Codes2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent2022

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Deep-Unfolded Sparse CDMA: Multiuser Detector and Sparse Signature Design2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Chebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point Iterations2021

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TAKABE Satoshi 高邉賢史

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