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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2014-11-17
17:00
Aichi Nagoya Univ. [Poster Presentation] Efficient leave-one-out cross-validation for L2-regularized classifier
Shota Okumura, Yoshiki Suzuki, Kohei Ogawa, Yuki Shinmura, Ichiro Takeuchi (NIT) IBISML2014-44
Leave-one-out cross-validation (LOOCV) is a useful tool
for estimating generalization performances of
various machine ... [more]
IBISML2014-44
pp.73-80
IBISML 2013-11-12
15:45
Tokyo Tokyo Institute of Technology, Kuramae-Kaikan [Poster Presentation] Exaluation of Revised IP-OLDF with S-SVM, LDF and logistic regression by K-fold cross-validation
Shuichi Shinmura (Seikei Univ.) IBISML2013-44
In this paper, Revised IP-OLDF based on MNM criterion is proposed using a mixed integer programming. The new discriminan... [more] IBISML2013-44
pp.61-68
NLP 2007-01-17
11:20
Kagawa   Midpoint Validation Method of Neural Networks for Pattern Classification Problems
Yasunori Sakamoto (Toyama Univ.), Hiroki Tamura, Koichi Tanno (Miyazaki Univ.), Kazuya Yamashita, Masahiro Ishii, Masaaki Toudou (Toyama Univ.)
In this paper, we propose a midpoint validation method which improves the generalization of neural networks. The problem... [more] NLP2006-114
pp.19-24
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