Presentation | 2023-06-30 Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence Yuki Takezawa, Ryoma Sato, Han Bao, Kenta Niwa, Makoto Yamada, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | |
Paper # | NC2023-14,IBISML2023-14 |
Date of Issue | 2023-06-22 (NC, IBISML) |
Conference Information | |
Committee | NC / IBISML / IPSJ-BIO / IPSJ-MPS |
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Conference Date | 2023/6/29(3days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | OIST Conference Center |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Hirokazu Tanaka(Tokyo City Univ.) / Masashi Sugiyama(Univ. of Tokyo) |
Vice Chair | Jun Izawa(Univ. of Tsukub) / Toshihiro Kamishima(AIST) / Koji Tsuda(Univ. of Tokyo) |
Secretary | Jun Izawa(NTT) / Toshihiro Kamishima(NAIST) / Koji Tsuda(NTT) / (Hokkaido Univ.) |
Assistant | Yoshimasa Tawatsuji(Waseda Univ.) / Takato Horii(Osaka Univ.) / Yoshinobu Kawahara(Osaka Univ.) / Taiji Suzuki(Tokyo Inst. of Tech.) |
Paper Information | |
Registration To | Technical Committee on Neurocomputing / Technical Committee on Information-Based Induction Sciences and Machine Learning / Special Interest Group on Bioinformatics and Genomics / Special Interest Group on Mathematical Modeling and Problem Solving |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence |
Sub Title (in English) | |
Keyword(1) | |
1st Author's Name | Yuki Takezawa |
1st Author's Affiliation | Kyoto University/OIST(Kyoto Univ./OIST) |
2nd Author's Name | Ryoma Sato |
2nd Author's Affiliation | Kyoto University/OIST(Kyoto Univ./OIST) |
3rd Author's Name | Han Bao |
3rd Author's Affiliation | Kyoto University/OIST(Kyoto Univ./OIST) |
4th Author's Name | Kenta Niwa |
4th Author's Affiliation | NTT Communication Science Laboratries(NTT CS Lab.) |
5th Author's Name | Makoto Yamada |
5th Author's Affiliation | OIST(OIST) |
Date | 2023-06-30 |
Paper # | NC2023-14,IBISML2023-14 |
Volume (vol) | vol.123 |
Number (no) | NC-90,IBISML-91 |
Page | pp.pp.83-90(NC), pp.83-90(IBISML), |
#Pages | 8 |
Date of Issue | 2023-06-22 (NC, IBISML) |