Thu, Mar 17 PM
13:00 - 15:30 |
| (1) |
13:00-13:25 |
Collaborative ranking based on relative preference |
Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.) |
| (2) |
13:25-13:50 |
Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction |
Tsubasa Nishide, Koji Eguchi (Kobe Univ.) |
| (3) |
13:50-14:15 |
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds |
Mina Ashizawa (UTokyo), Hiroaki Sasaki (NAIST), Tomoya Sakai, Masashi Sugiyama (UTokyo) |
| |
14:15-14:30 |
Break ( 15 min. ) |
| (4) |
14:30-15:30 |
Invited Talk
Shohei Shimizu (Osaka U) |
| |
15:30-15:45 |
Break ( 15 min. ) |
Thu, Mar 17 PM
15:45 - 16:35 |
| (1) |
15:45-16:10 |
Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method |
Fumito Nakamura, Sumio Watanabe (Tokyo Tech) |
| (2) |
16:10-16:35 |
Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems |
Ryo Otsuki, Shin-ichi Maeda, Shin Ishii (Kyoto Univ.) |
Fri, Mar 18 AM
10:00 - 11:55 |
| (3) |
10:00-10:25 |
An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data |
Hideo Umetani, Iku Ohama (Panasonic Co., Ltd) |
| (4) |
10:25-10:50 |
Entropy Estimator Based on Polynomial Regression with Poisson Error Structure |
Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) |
| |
10:50-11:05 |
Break ( 15 min. ) |
| (5) |
11:05-11:30 |
Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries |
Yasushi Terazono, Kenji Yamanishi (UTokyo) |
| (6) |
11:30-11:55 |
Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning |
Hajime Tasaki, Jinhui Chao (Chuo Univ.) |