Affiliation Department |
Department of Computer Science
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Homepage |
TAKABE Satoshi
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Research Areas
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Natural Science / Mathematical physics and fundamental theory of condensed matter physics
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Informatics / Soft computing
External Career
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理化学研究所 革新知能統合研究センター離散最適化ユニット 客員研究員
2017.10 - 2020.11
Country:Japan
Professional Memberships
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日本物理学会
2012.09
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IEEE
2017.04
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日本オペレーションズ・リサーチ学会
2017.06
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電子情報通信学会
2017.06
Papers
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Trainable Projected Gradient Detector for Sparsely Spread Code Division Multiple Access Reviewed International journal
Satoshi Takabe, Yuki Yamauchi, Tadashi Wadayama
2020 IEEE International Conference on Communications (ICC2020) workshop 2020.06
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings)
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Complex Trainable ISTA for Linear and Nonlinear Inverse Problems Reviewed International coauthorship International journal
Satoshi Takabe, Tadashi Wadayama, Yonina C. Eldar
2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020.05
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings)
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Asymptotic Behavior of Spatial Coupling LDPC Coding for Compute-and-Forward Two-Way Relaying Reviewed International journal
Satoshi Takabe, Tadashi Wadayama, Masahito Hayashi
IEEE Transactions on Communications 2020.04
Authorship:Lead author Language:English Publishing type:Research paper (scientific journal)
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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 Invited Reviewed
高邉 賢史,和田山 正
電子情報通信学会論文誌A J103-A ( 1 ) 1 - 8 2020.01
Authorship:Lead author Language:Japanese Publishing type:Research paper (scientific journal)
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Asymptotic Analysis on LDPC-BICM Scheme for Compute-and-Forward Relaying Reviewed International journal
Satoshi Takabe, Tadashi Wadayama, Masahito Hayashi
IEEE International Symposium on Information Theory (ISIT) 2019.07
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings)
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Deep Learning-Aided Trainable Projected Gradient Decoding for LDPC Codes Reviewed International journal
Tadashi Wadayama, Satoshi Takabe
IEEE International Symposium on Information Theory (ISIT) 2019.07
Language:English Publishing type:Research paper (international conference proceedings)
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Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-Driven Tuning Approach Reviewed International coauthorship International journal
Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, Ryo Hayakawa, Kazunori Hayashi
IEEE Access 93326 - 93338 2019.07
Authorship:Lead author Language:English Publishing type:Research paper (scientific journal)
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Fault tolerance of random graphs with respect to connectivity: Mean-field approximation for semidense random graphs Reviewed International journal
Satoshi Takabe, Takafumi Nakano, Tadashi Wadayama
Physical Review E 99 050304(R) 2019.05
Authorship:Lead author Language:English Publishing type:Research paper (scientific journal)
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Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels Reviewed International journal
Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, Kazunori Hayashi
2019 IEEE International Conference on Communications (ICC) 2019.05
Authorship:Lead author Language:English Publishing type:Research paper (international conference proceedings) Publisher:IEEE
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Approximation Theory for Connectivity of Ad Hoc Wireless Networks with Node Faults Reviewed International journal
Satoshi Takabe, Tadashi Wadayama
IEEE Wireless Communications Letters 2019.05
Authorship:Lead author Language:English Publishing type:Research paper (scientific journal)
Misc
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深層展開に基づく信号処理アルゴリズムの設計―収束加速とその理論的解釈―
和田山 正, 高邉 賢史
20 ( 1 ) 60 - 72 2020.07
Language:Japanese Publishing type:Article, review, commentary, editorial, etc. (scientific journal)
Presentations
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Deep Unfolded Multicast Beamforming International conference
Satoshi Takabe, Tadashi Wadayama
IEEE Global Communications Conference (Globecom2020)
Event date: 2020.12
Language:English Presentation type:Oral presentation (general)
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深層展開型勾配法の収束加速現象の解析と応用
高邉 賢史, 和田山 正
第23回情報論的学習理論ワークショップ (IBIS2020)
Event date: 2020.11
Language:Japanese Presentation type:Oral presentation (general)
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一般化ランダム幾何グラフにおける次数相関の解析
高邉 賢史, 和田山正
日本物理学会秋季大会
Event date: 2020.09
Language:Japanese Presentation type:Oral presentation (general)
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深層学習技術を利用した複素領域スパースCDMA検出に関する検討
山内 友稀, 高邉 賢史, 和田山 正
電子情報通信学会情報理論研究会
Event date: 2020.09
Language:Japanese Presentation type:Oral presentation (general)
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固定点反復の収束を加速するためのチェビシェフPSOR法
和田山 正, 高邉 賢史
電子情報通信学会情報理論研究会
Event date: 2020.09
Language:Japanese Presentation type:Oral presentation (general)
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Proximal Decoding for LDPC-Coded Massive MIMO Channels
和田山 正, 高邉 賢史
誤り訂正符号のワークショップ
Event date: 2020.09
Language:Japanese Presentation type:Oral presentation (general)
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深層展開による勾配法の収束加速に関する理論的考察
高邉 賢史, 和田山正
電子情報通信学会信号処理研究会
Event date: 2020.08
Language:Japanese Presentation type:Oral presentation (general)
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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 Invited
高邉 賢史
電子情報通信学会信号処理研究会
Event date: 2020.08
Language:Japanese Presentation type:Oral presentation (invited, special)
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大規模MIMOのための深層展開型ビームフォーミング法の検討
高邉 賢史, 和田山正
電子情報通信学会無線通信システム研究会
Event date: 2020.07
Language:Japanese Presentation type:Oral presentation (general)
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画像再構成のための自己符号化器を収縮関数に用いた学習型ISTAに関する検討
横山 健人, 高邉 賢史, 和田山 正
電子情報通信学会情報理論研究会
Event date: 2020.07
Language:Japanese Presentation type:Oral presentation (general)
Awards
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信号処理研究会賞
2019.03 電子情報通信学会信号処理研究会
高邉 賢史
Award type:Award from Japanese society, conference, symposium, etc. Country:Japan
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IEEE Information Theory Society Japan Chapter Young Researcher Best Paper Award
2018.10 IEEE Information Theory Society
高邉 賢史
Award type:Award from Japanese society, conference, symposium, etc. Country:Singapore
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情報理論とその応用シンポジウム若手論文賞
2017.11 電子情報通信学会情報理論とその応用サブソサイエティ
高邉 賢史
Award type:Award from Japanese society, conference, symposium, etc. Country:Japan
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広域科学専攻奨励賞
2014.03 東京大学
高邉 賢史
Country:Japan
Committee Memberships
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電子情報通信学会 信号処理研究会 研究専門委員
2020.06
Committee type:Academic society