Thu, Mar 6 PM
13:00 - 14:15 |
| (1) |
13:00-13:25 |
A Generic Framework for Forward and Forward-Backward Algorithms on Various Kinds of Data Structures in Machine Learning |
Ai Azuma, Yuji Matsumoto (NAIST) |
| (2) |
13:25-13:50 |
Simultaneous prediction of multiple physical properties using multi-task learning |
Tomoaki Iwase (Univ. of Tokyo), Atsuto Seko (Kyoto Univ.), Hisashi Kashima (Univ. of Tokyo) |
| (3) |
13:50-14:15 |
Finding scale-free networks of Gaussian graphical models by sampling |
Shota Shikita, Osamu Maruyama (Kyushu Univ.) |
Thu, Mar 6 PM
14:30 - 15:45 |
| (4) |
14:30-14:55 |
Study about Over-Learning Phenomenon of Sample Mahalanobis Distances |
Yasuyuki Kobayashi (Teikyo Univ.) |
| (5) |
14:55-15:20 |
Consideration of Correlation between Users' Evaluating Values and Their Dropouts in Missing Value Prediction |
Kenta Nishimura, Toshiyuki Tanaka (Kyoto Univ.) |
| (6) |
15:20-15:45 |
Focused Tensor Completion
-- Transfer learning for completing a certain slice of a third-order tensor Data -- |
Taketo Akama, Yukino Baba, Hisashi Kashima (Univ. of Tokyo) |
Fri, Mar 7 AM
09:40 - 10:55 |
| (7) |
09:40-10:05 |
A Label Completion Approach to Crowd Approximation |
Toshihiro Watanabe, Hisashi Kashima (Univ. of Tokyo) |
| (8) |
10:05-10:30 |
Online Prediction with Bradley-Terry Models and Logistic Models |
Issei Matsumoto, Kohei Hatano, Eiji Takimoto (Kyushu Univ) |
| (9) |
10:30-10:55 |
Online Matrix Prediction with Log-Determinant Regularizer |
Kenichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.), Koji Tsuda (AIST) |
Fri, Mar 7 AM
11:10 - 12:00 |
| (10) |
11:10-11:35 |
Blind Separation of Sparse and Smooth Signals via Approximate Message Passing Algorithm |
Shigeki Yokoyama, Toshiyuki Tanaka (Kyoto Univ.) |
| (11) |
11:35-12:00 |
Bayesian Test of Independence |
Takanori Ayano, Joe Suzuki (Osaka Univ.) |
Fri, Mar 7 PM
13:30 - 14:30 |
| (12) |
13:30-14:30 |
[Invited Talk]
A Brief Introduction to Machine Learning with Submodular Functions and Recent Trends |
Yoshinobu Kawahara (Osaka Univ.) |
Fri, Mar 7 PM
14:45 - 16:00 |
| (13) |
14:45-15:10 |
Estimation of Item Preference Parameter with User Review Data |
Shunichi Mochizuki, Yu Fujimoto, Noboru Murata (Waseda Univ.) |
| (14) |
15:10-15:35 |
Effective interest point detection and clustering method for action recognition |
Kazuaki Aihara, Terumasa Aoki (Tohoku Univ) |
| (15) |
15:35-16:00 |
Extention of Automatic Binary Logistic Estimation model for right censored survival data |
Toshio Shimokawa (Univ. of Yamanashi) |
Fri, Mar 7 PM
16:20 - 17:10 |
| (16) |
16:20-16:45 |
Binary Principal Points Based on Subgradient Method and Its Application |
Haruka Yamashita (Keio Univ.), Yoshinobu Kawahara (Osaka Univ.) |
| (17) |
16:45-17:10 |
Simultaneous estimation of rating and character by a stochastic model of winning percentage |
Yoshiyuki Nakamoto, Toshiyuki Tanaka (Kyoto Univ.) |