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Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) (Searched in: 2010)
Search Results: Keywords 'from:2011-03-28 to:2011-03-28'
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| IBISML | 2011-03-29 11:20 |
Osaka | Nakanoshima Center, Osaka Univ. | Information Geometry of Input-Output Tables Ryoko Morioka (AIST), Koji Tsuda (AIST/JST)  IBISML2010-127 |
A input-output (IO) table is a fundamental tool in macro economics that summarizes the transactions among industrial sec... [more] | IBISML2010-127 pp.161-167 |
| IBISML | 2011-03-29 11:40 |
Osaka | Nakanoshima Center, Osaka Univ. | Topic Emergence Detection in Social Networks Using Probabilistic Models of Links Toshimitsu Takahashi, Ryota Tomioka, Kenji Yamanishi (The Univ. of Tokyo) IBISML2010-128 |
Detection of emerging topics from social network streams is becoming increasingly important these days. Conventional app... [more] | IBISML2010-128 pp.169-176 |
| IBISML | 2011-03-29 12:00 |
Osaka | Nakanoshima Center, Osaka Univ. | Learning an Invariant Substructure of Multiple Graphical Gaussian Models Satoshi Hara, Takashi Washio (Osaka Univ.) IBISML2010-129 |
Dependency structure among variables is closely tied to an underlying data generating process. Therefore, learning a dep... [more] | IBISML2010-129 pp.177-181 |
| IBISML | 2011-03-29 15:10 |
Osaka | Nakanoshima Center, Osaka Univ. | Statistical Analysis of Kernel-based Density Ratio Estimation Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech) IBISML2010-110 |
(Advance abstract in Japanese is available) [more] | IBISML2010-110 pp.41-48 |
| IBISML | 2011-03-29 15:30 |
Osaka | Nakanoshima Center, Osaka Univ. | Asymptotic Analysis of the Estimators in Regression Analysis and the Application to Machine Learning Takanori Ayano (Osaka Univ.) IBISML2010-109 |
In machine learning, the method of regression analysis is very important. In this presentation, we will state the rate o... [more] | IBISML2010-109 pp.37-40 |
| IBISML | 2011-03-29 15:50 |
Osaka | Nakanoshima Center, Osaka Univ. | Information-Maximization Clustering
-- Analytic Solution and Model Selection -- Masashi Sugiyama, Makoto Yamada, Manabu Kimura, Hirotaka Hachiya (Tokyo Inst. of Tech) IBISML2010-114 |
(Advance abstract in Japanese is available) [more] | IBISML2010-114 pp.69-76 |
| IBISML | 2011-03-29 16:10 |
Osaka | Nakanoshima Center, Osaka Univ. | Minimum Variational Free Energy and Average Generalization Error in Latent Variable Models Kazuho Watanabe (NAIST) IBISML2010-108 |
(Advance abstract in Japanese is available) [more] | IBISML2010-108 pp.29-36 |
| IBISML | 2011-03-29 16:30 |
Osaka | Nakanoshima Center, Osaka Univ. | Fast Convergence Rate of Multiple Kernel Learning with Elastic-net Regularization Taiji Suzuki, Ryota Tomioka (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2010-126 |
We investigate the learning rate of multiple kernel leaning (MKL) with elastic-net regularization, which consists of a... [more] |
IBISML2010-126 pp.153-160 |
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