Presentation | 2022-03-09 Is the Performance of My Deep Network Too Good to Be True? Takashi Ishida, Ikko Yamane, Nontawat Charoenphakdee, Gang Niu, Masashi Sugiyama, |
---|---|
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 # | IBISML2021-44 |
Date of Issue | 2022-03-01 (IBISML) |
Conference Information | |
Committee | IBISML |
---|---|
Conference Date | 2022/3/8(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Machine Learning, etc. |
Chair | Ichiro Takeuchi(Nagoya Inst. of Tech.) |
Vice Chair | Masashi Sugiyama(Univ. of Tokyo) |
Secretary | Masashi Sugiyama(Univ. of Tokyo) |
Assistant | Tomoharu Iwata(NTT) / Atsuyoshi Nakamura(Hokkaido Univ.) |
Paper Information | |
Registration To | Technical Committee on Infomation-Based Induction Sciences and Machine Learning |
---|---|
Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Is the Performance of My Deep Network Too Good to Be True? |
Sub Title (in English) | A Direct Approach to Estimating the Bayes Error in Binary Classification |
Keyword(1) | |
1st Author's Name | Takashi Ishida |
1st Author's Affiliation | The University of Tokyo(UTokyo) |
2nd Author's Name | Ikko Yamane |
2nd Author's Affiliation | Universit? Paris Dauphine-PSL/RIKEN AIP(Universit? Paris Dauphine-PSL/RIKEN) |
3rd Author's Name | Nontawat Charoenphakdee |
3rd Author's Affiliation | The University of Tokyo(UTokyo) |
4th Author's Name | Gang Niu |
4th Author's Affiliation | RIKEN AIP(RIKEN) |
5th Author's Name | Masashi Sugiyama |
5th Author's Affiliation | RIKEN AIP/The University of Tokyo(RIKEN/UTokyo) |
Date | 2022-03-09 |
Paper # | IBISML2021-44 |
Volume (vol) | vol.121 |
Number (no) | IBISML-419 |
Page | pp.pp.38-45(IBISML), |
#Pages | 8 |
Date of Issue | 2022-03-01 (IBISML) |