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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2016-11-17
14:00		 Kyoto Kyoto Univ. Empirical risk minimization for interval data and its applications to privacy preservations
Hiroyuki Hanada, Toshiyuki Takada, Atsushi Shibagaki (NITech), Jun Sakuma (Univ. of Tsukuba), Ichiro Takeuchi (NITech) IBISML2016-89		 In this research, for machine learning tasks, we consider that the values in the training data are given as intervals an... [more] IBISML2016-89
pp.305-312
IBISML 2015-11-27
14:00		 Ibaraki Epochal Tsukuba [Poster Presentation] Secure Approximation Guarantee for Private Empirical Risk Minimization with Homomorphic Encryption
Toshiyuki Takada, Hiroyuki Hanada (NIT), Jun Sakuma (Univ.Tsukuba), Ichiro takeuchi (NIT) IBISML2015-86		 Privacy concern has been increasingly important in many machine learning problems. In this paper, we study empirical ris... [more] IBISML2015-86
pp.249-256
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