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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2015-11-26
15:00		 Ibaraki Epochal Tsukuba [Poster Presentation] Robustification of Learning Algorithms using Hinge-loss
Takafumi Kanamori (Nagoya Univ.), Shuhei Fujiwara (TopGate), Akiko Takeda (Univ. of Tokyo) IBISML2015-71		 We propose a unified formation of robust learning methods for classification and regression problems.
In the learnin... [more]		 IBISML2015-71
pp.139-146
IBISML 2014-11-17
17:00		 Aichi Nagoya Univ. [Poster Presentation] Breakdown Point of Robust Support Vector Machine
Takafumi Kanamori (Nagoya Univ.), Shuhei Fujiwara, Akiko Takeda (Univ. of Tokyo) IBISML2014-41		 The support vector machine (SVM) is one of the most successful learning methods for solving classification
problems. D... [more]		 IBISML2014-41
pp.49-56
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