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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Theoretical Vulnerability Evaluation on Linear Classifier under Self-Information Controllable Settings
Shohei Kobayashi (Univ. of Tsukuba), Shota Okumura, Ichiro Takeuchi (nitech), Jun Sakuma (Univ. of Tsukuba) IBISML2015-64
Self-information controllable learning is machine learning algorithms that allow data providers to control their data ev... [more] IBISML2015-64
pp.83-90
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 2013-11-13
15:45
Tokyo Tokyo Institute of Technology, Kuramae-Kaikan [Poster Presentation] Safe Screening Rule for Incmrenetal Learning
Yoshiki Suzuki, Shota Okumura, Kohei Ogawa, Ichiro Takeuchi (Nagoya Inst. of Tech.) IBISML2013-64
Efficient optimization algorithm is required in online learning or other incremental learning scenario since the model m... [more] IBISML2013-64
pp.213-218
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