| Presentation | 2023-12-20 Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix Masazumi Iida, Yoshinari Takeishi, Siyang Wang, Jun'ichi Takeuchi, |
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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 # | IBISML2023-32 |
| Date of Issue | 2023-12-13 (IBISML) |
| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2023/12/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | National Institute of Informatics |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | machine learning, etc. |
| Chair | Masashi Sugiyama(Univ. of Tokyo) |
| Vice Chair | Toshihiro Kamishima(AIST) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Toshihiro Kamishima(NTT) / Koji Tsuda(Hokkaido Univ.) |
| Assistant | Yoshinobu Kawahara(Osaka Univ.) / Taiji Suzuki(Univ.of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Information-Based Induction Sciences and Machine Learning |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | Masazumi Iida |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Yoshinari Takeishi |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 3rd Author's Name | Siyang Wang |
| 3rd Author's Affiliation | Umea University(Umea Univ.) |
| 4th Author's Name | Jun'ichi Takeuchi |
| 4th Author's Affiliation | Kyushu University(Kyushu Univ.) |
| Date | 2023-12-20 |
| Paper # | IBISML2023-32 |
| Volume (vol) | vol.123 |
| Number (no) | IBISML-311 |
| Page | pp.pp.13-17(IBISML), |
| #Pages | 5 |
| Date of Issue | 2023-12-13 (IBISML) |