| Presentation | 2022-11-18 Investigating the Use of Latent Representations in Federated Learning Using Normalizing Flow and Optimal Transport Algorithms Motonobu Uchikoshi, Takeshi Mori, |
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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) | Federated Learning / Normalizing Flow / Optimal Transport / Relearning |
| Paper # | ISEC2022-35,SITE2022-39,LOIS2022-19 |
| Date of Issue | 2022-11-11 (ISEC, SITE, LOIS) |
| Conference Information | |
| Committee | ISEC / SITE / LOIS |
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| Conference Date | 2022/11/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Noboru Kunihiro(Tsukuba Univ.) / Takushi Otani(Kibi International Univ.) / Hiroyuki Toda(NTT) |
| Vice Chair | Junji Shikata(Yokohama National Univ.) / Goichiro Hanaoka(AIST) / Soichiro Morishita(Cyber Agent) / Takeo Tatsumi(Open Univ. of Japan) / Manabu Motegi(Takushoku Univ.) |
| Secretary | Junji Shikata(AIST) / Goichiro Hanaoka(Ibaraki Univ.) / Soichiro Morishita(NRI-Secure) / Takeo Tatsumi(Hokuriku Univ.) / Manabu Motegi(Nagasaki Univ.) |
| Assistant | Yoshikazu Hanatani(Toshiba) / Yusuke Tachibana(Fukuoka Inst. of Tech.) / Mana Sasagawa(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Investigating the Use of Latent Representations in Federated Learning Using Normalizing Flow and Optimal Transport Algorithms |
| Sub Title (in English) | |
| Keyword(1) | Federated Learning |
| Keyword(2) | Normalizing Flow |
| Keyword(3) | Optimal Transport |
| Keyword(4) | Relearning |
| 1st Author's Name | Motonobu Uchikoshi |
| 1st Author's Affiliation | The Japan Research Institute, Limited(JRI) |
| 2nd Author's Name | Takeshi Mori |
| 2nd Author's Affiliation | The Japan Research Institute, Limited(JRI) |
| Date | 2022-11-18 |
| Paper # | ISEC2022-35,SITE2022-39,LOIS2022-19 |
| Volume (vol) | vol.122 |
| Number (no) | ISEC-258,SITE-259,LOIS-260 |
| Page | pp.pp.27-31(ISEC), pp.27-31(SITE), pp.27-31(LOIS), |
| #Pages | 5 |
| Date of Issue | 2022-11-11 (ISEC, SITE, LOIS) |