| Presentation | 2020-10-20 ［招待講演］ロバストな推定を導くダイバージェンス , |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We introduce density power divergence, gamma-divergence and H"{o}lder divergence, which enable us to make robust estimators. In particular, we discuss the super-robustness with relation to such divergences. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | divergence / super-robustness / robust estimation |
| Paper # | IBISML2020-13 |
| Date of Issue | 2020-10-13 (IBISML) |
| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2020/10/20(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Organized Sessions on Frontiers of Machine Learning and General Sessions |
| Chair | Ichiro Takeuchi(Nagoya Inst. of Tech.) |
| Vice Chair | Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Masashi Sugiyama(AIST) / Koji Tsuda(NTT) |
| Assistant | Atsuyoshi Nakamura(Hokkaido Univ.) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Infomation-Based Induction Sciences and Machine Learning |
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| Language | JPN-ONLY |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | |
| Sub Title (in English) | |
| Keyword(1) | divergence |
| Keyword(2) | super-robustness |
| Keyword(3) | robust estimation |
| 1st Author's Name | |
| 1st Author's Affiliation | *(*) |
| Date | 2020-10-20 |
| Paper # | IBISML2020-13 |
| Volume (vol) | vol.120 |
| Number (no) | IBISML-195 |
| Page | pp.pp.29-29(IBISML), |
| #Pages | 1 |
| Date of Issue | 2020-10-13 (IBISML) |