| Conference Date |
Mon, Mar 5, 2018 13:00 - 17:50
Tue, Mar 6, 2018 10:00 - 14:25 |
| Topics |
Statisitical Mathematics, Machine Learning, Data Mining, etc. |
| Conference Place |
Large conference room, Nishijin Plaza, Kyushu University |
| Address |
2-16-23 Nishijin, Sawara-ku, Fukuoka-shi, Fukuoka-ken 814-0002 Japan |
| Transportation Guide |
http://nishijinplaza.kyushu-u.ac.jp/english/access.html |
Contact
Person |
Kohei Hatano, Kyushu University |
| Registration Fee |
This workshop will be held as the IEICE workshop in fully electronic publishing. Registration fee will be necessary except the speakers and participants other than the participants to workshop(s) in non-electronic publishing. See the registration fee page. We request the registration fee or presentation fee to participants who will attend the workshop(s) on IBISML. |
Mon, Mar 5 PM
13:00 - 14:40 |
| (1) |
13:00-13:25 |
Real Log Canonical Threshold and Bayesian Generalization Error of Mixture of Poisson Distributions |
Kenichiro Sato, Sumio Watanabe (Tokyo Inst. of Tech.) |
| (2) |
13:25-13:50 |
Information Geometry of Modal Linear Regression |
Keishi Sando (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba) |
| (3) |
13:50-14:15 |
Metric Learning for k-Nearest Neighbor Estimation using Multiple Distance Metrics |
Yokuto Seki, Noboru Murata (Waseda Univ.) |
| (4) |
14:15-14:40 |
Exponential Family of Markov Kernels and Asymptotic Exponential Family of Markov Sources |
Jun'ichi Takeuchi (Kyushu Univ.), Hiroshi Nagaoka (UEC) |
| |
14:40-14:55 |
Break ( 15 min. ) |
Mon, Mar 5 PM
14:55 - 15:55 |
| (5) |
14:55-15:55 |
|
| |
15:55-16:10 |
Break ( 15 min. ) |
Mon, Mar 5 PM
16:10 - 17:50 |
| (6) |
16:10-16:35 |
Bootstrap Outlier Test |
Hayato Watanabe (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba/RIKEN), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) |
| (7) |
16:35-17:00 |
Classification of Intra-Week and Intra-Day Walking Patterns and Their Effect on Body-Composition Changes Using A Hierarchical Model |
Shunichi Nomura (ISM), Michiko Watanabe, Yuko Oguma (Keio Univ.) |
| (8) |
17:00-17:25 |
Transformed Multiple Matrix Factorization: Towards Utilizing Heterogeneous Auxiliary Information |
Taira Tsuchiya (Waseda Univ.), Tomoharu Iwata (NTT), Tetsuji Ogawa (Waseda Univ.) |
| (9) |
17:25-17:50 |
Bayesian Independent Component Analysis under Hierarchical Model on Latent Variables |
Kai Asaba, Shota Saito, Shunsuke Horii, Toshiyasu Matsushima (Waseda Univ.) |
Tue, Mar 6 AM
10:00 - 11:40 |
| (10) |
10:00-10:25 |
Learning rule-base model by Safe Pattern Pruning |
Hiroki Kato, Hiroyuki Hanada (Nagoya Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech./RIKEN/NIMS) |
| (11) |
10:25-10:50 |
Using local minima to accelerate Krawczyk-Hansen global optimization |
Hiroaki Takada (Univ. of Tokyo), Kazuki Yoshizoe (RIKEN), Daisuke Ishii (Univ. of Fukui), Koji Tsuda (Univ. of Tokyo) |
| (12) |
10:50-11:15 |
The improving method of Singular Bayesian information criterion by analyzing learning coefficients |
Sayaka Suzuki, Souta Shina, Miki Aoyagi (Nihon Univ.) |
| (13) |
11:15-11:40 |
Selecting discriminative and representative patterns from sequence data: an approach based on classification model and morse complex |
Masayuki Karasuyama (Nagoya Inst. of Tech./NIMS/JST), Ichiro Takeuchi (Nagoya Inst. of Tech./NIMS/RIKEN) |
| |
11:40-13:10 |
Lunch Break ( 90 min. ) |
Tue, Mar 6 PM
13:10 - 14:25 |
| (14) |
13:10-13:35 |
Sonar2image: GAN-based night vision for fish monitoring |
Kento Shin, Kei Terayama, Katsunori Mizuno, Koji Tsuda (Univ. of Tokyo) |
| (15) |
13:35-14:00 |
Applicability of Fast Decimation Algorithm
-- Sparse two-parameter Boltzmann machine as a benchmark function -- |
Daisuke Motoki, Shohei Watabe, Tetsuro Nikuni (Tokyo Univ. of Science) |
| (16) |
14:00-14:25 |
Natural gradient method by the symmetry in data for complex valued neural networks |
Junichi Mukuno, Hajime Matsui (Toyota Technological Inst.) |