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Committee Date Time Place Paper Title / Authors Abstract Paper #
IT 2020-12-02
09:20		 Online Online Performance Limit of Classification in the Presence of Label Noise with Erasure
Goki Yasuda, Tota Suko, Manabu Kobayashi, Toshiyasu Matsushima (Waseda Univ.) IT2020-29		  [more] IT2020-29
pp.26-31
IBISML 2018-11-05
15:10		 Hokkaido Hokkaido Citizens Activites Center (Kaderu 2.7) [Poster Presentation] Asymptotic Evaluation of Classification in the Presence of Generalized Label Noise
Goki Yasuda, Tota Suko, Manabu Kobayashi, Toshiyasu Matsushima (Waseda Univ.) IBISML2018-84		 In classification problem, there are many cases where noise is added to the label. Learning in these cases is called lea... [more] IBISML2018-84
pp.301-306
IBISML 2018-11-05
15:10		 Hokkaido Hokkaido Citizens Activites Center (Kaderu 2.7) [Poster Presentation] Classification Algorithms for Generalized Label Noise Model with Unknown Parameter
Tota Suko, Goki Yasuda, Shunsuke Horii, Manabu Kobayashi (Waseda Univ) IBISML2018-92		 In classification problem, there is a case where noise is added to the label. The generalized label noise model is a mod... [more] IBISML2018-92
pp.361-366
IT 2011-07-22
13:50		 Okayama Okayama University Asymptotics of Bayesian prediction for misspecified models
Nozomi Miya, Tota Suko, Goki Yasuda, Toshiyasu Matsushima (Waseda Univ.) IT2011-22		 We consider the sequential prediction problem which is the prediction of the next symbol based on the sequential observa... [more] IT2011-22
pp.71-76
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