Mon, Mar 28 AM
Chair: Tomoyuki Higuchi (ISM)
10:00 - 11:00 |
| (1) |
10:00-10:20 |
Infinite Hidden Markov Random Field Model and Its Application to Semiconductor Manufacturing Data |
Ryusei Shingaki, Ken Ueno, Shizu Sakakibara (Toshiba Corp.) |
| (2) |
10:20-10:40 |
Event Clustering Method based on Linear HMM for Geotagged Personal Contents |
Iku Ohama (Panasonic), Takuya Kida, Hiroki Arimura (Hokkaido Univ.), Toshihisa Abe (Panasonic) |
| (3) |
10:40-11:00 |
Monte-Carlo Go Based on a Gaussian Process |
Shuichi Fukunaga, Hikaru Arai (Tokyo Metropolitan College of Industrial Technology) |
Mon, Mar 28 AM
Chair: Toshihiro Kamishima (AIST)
11:10 - 11:50 |
| (4) |
11:10-11:30 |
Creating high quality animation of 3D characters via kernel k-means |
Kei Hirose (Kyushu Univ.), Tomoyuki Higuchi (ISM) |
| (5) |
11:30-11:50 |
MPI/OpenMP Hybrid Parallel Inference for Latent Dirichlet Allocation |
Shotaro Tora, Koji Eguchi (Kobe Univ.) |
Mon, Mar 28 PM
Chair: Daichi Mochihashi (NTT)
13:40 - 14:30 |
| (6) |
13:40-14:30 |
[Invited Talk]
Logic-based Probabilistic Modeling: the Past and Future |
Yoshitaka Kameya (Tokyo Tech) |
Mon, Mar 28 PM
Chair: Masashi Sugiyama (Tokyo Institute of Technology)
14:40 - 15:40 |
| (7) |
14:40-15:00 |
An Online Algorithm for Classification Using Coding Divergence |
Tadashi Yoshioka, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ.) |
| (8) |
15:00-15:20 |
A Study on Position-based Adaptive Weighting for Ranking SVM |
Masayuki Karasuyama, Takuya Hasegawa, Tsukasa Matsuno, Ichiro Takeuchi (Nagoya Inst. of Tech.) |
| (9) |
15:20-15:40 |
Regression:Possible
-- One dimensional elimination by hyperplane fitting -- |
Jun Fujiki, Shotaro Akaho (AIST) |
Mon, Mar 28 PM
Chair: Koji Tsuda (AIST)
15:50 - 17:10 |
| (10) |
15:50-16:10 |
Privacy-preserving mining of frequent closed patterns using ZDDs |
Keisuke Ootaki, Akihiro Yamamoto (Kyoto Univ.) |
| (11) |
16:10-16:30 |
Comparison of ZDD-Vectors and WZDDs for Frequent Pattern Mining |
Haruya Iwasaki, Shin-ichi Minato (Hokkaido Univ.) |
| (12) |
16:30-16:50 |
Subregion Retrieval of Natural Images by Using Tree Structures, and Application to Fractal Compression and Image Mining |
Takashi Fukumura, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ) |
| (13) |
16:50-17:10 |
Enumerating Feature-Sets with Submodularity |
Yoshinobu Kawahara (Osaka Univ.), Koji Tsuda (AIST), Takashi Washio (Osaka Univ.), Akiko Takeda (Keio Univ.), Shin-ichi Minato (Hokkaido Univ.) |
Tue, Mar 29 AM
Chair: Daichi Mochihashi (NTT)
09:00 - 10:00 |
| (14) |
09:00-09:20 |
Sequence Image Retrieval by Combining a Meta-Learing Algorithm and Query Learning |
Ryoichi Hata, Madori Ikeda, Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ.) |
| (15) |
09:20-09:40 |
A study on the Relationship between Thermal-comfort and Skin-temperature of Palm Measured by Infrared-image |
Jian LU, Shinichi Sawada, Hikaru Enomoto, Tetuo Tai, Tatsuo Oka, Akinori Yasuda (JNIOSH) |
| (16) |
09:40-10:00 |
Application of Bayesian Estimation for XPS Data Analysis |
Rei Muraoka, Kenji Nagata, Takehiko Sasaki (Univ. of Tokyo), Masato Okada (Univ. of Tokyo/RIKEN) |
Tue, Mar 29 AM
Chair: Shigeyuki Oba (Kyoto University)
10:10 - 11:10 |
| (17) |
10:10-10:30 |
Tensor factorization using auxiliary information |
Atsuhiro Narita (Univ. Tokyo), Kohei Hayashi (NAIST), Ryota Tomioka (Univ. Tokyo), Hisashi Kashima (Univ. of Tokyo/JST) |
| (18) |
10:30-10:50 |
On Automatic Dimensionality Selection in Probabilistic PCA |
Shinichi Nakajima (Nikon), Masashi Sugiyama (Tokyo Inst. of Tech./JST), Derin Babacan (Illinois of.Univ.) |
| (19) |
10:50-11:10 |
Principal component analysis for multiple information sources |
Kyohei Suwa, Ryota Tomioka, Takehisa Yairi, Hisashi Kashima (Univ. Tokyo) |
Tue, Mar 29 AM
Chair: Hisashi Kashima (University of Tokyo)
11:20 - 12:20 |
| (20) |
11:20-11:40 |
Information Geometry of Input-Output Tables |
Ryoko Morioka (AIST), Koji Tsuda (AIST/JST) |
| (21) |
11:40-12:00 |
Topic Emergence Detection in Social Networks Using Probabilistic Models of Links |
Toshimitsu Takahashi, Ryota Tomioka, Kenji Yamanishi (The Univ. of Tokyo) |
| (22) |
12:00-12:20 |
Learning an Invariant Substructure of Multiple Graphical Gaussian Models |
Satoshi Hara, Takashi Washio (Osaka Univ.) |
Tue, Mar 29 PM
Chair: Masashi Sugiyama (Tokyo Institute of Technology)
15:10 - 16:50 |
| (23) |
15:10-15:30 |
Statistical Analysis of Kernel-based Density Ratio Estimation |
Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech) |
| (24) |
15:30-15:50 |
Asymptotic Analysis of the Estimators in Regression Analysis and the Application to Machine Learning |
Takanori Ayano (Osaka Univ.) |
| (25) |
15:50-16:10 |
Information-Maximization Clustering
-- Analytic Solution and Model Selection -- |
Masashi Sugiyama, Makoto Yamada, Manabu Kimura, Hirotaka Hachiya (Tokyo Inst. of Tech) |
| (26) |
16:10-16:30 |
Minimum Variational Free Energy and Average Generalization Error in Latent Variable Models |
Kazuho Watanabe (NAIST) |
| (27) |
16:30-16:50 |
Fast Convergence Rate of Multiple Kernel Learning with Elastic-net Regularization |
Taiji Suzuki, Ryota Tomioka (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech.) |