Thu, Jul 18 AM
Chair: N. Ueda (NTT)
09:45 - 13:00 |
| (1) |
09:45-10:10 |
The Universal Bayesian Measures |
Joe Suzuki (Osaka Univ.) |
| (2) |
10:10-10:35 |
Clustering Unclustered Data
-- Unsupervised Binary Labeling of Two Datasets Having Different Class Balances -- |
Marthinus Christoffel du Plessis, Masashi Sugiyama (TokyoTech) |
| (3) |
10:35-11:00 |
Direct Approximation of Quadratic Mutual Information and Its Application to Dependence-Maximization Clustering |
Janya Sainui, Masashi Sugiyama (TokyoTech) |
| |
11:00-11:05 |
Break ( 5 min. ) |
| (4) |
11:05-11:30 |
Online learning from Crowds |
Tran Quang Khai, Jun Sakuma (Univ. of Tsukuba) |
| (5) |
11:30-11:55 |
Estimation of Local Coordinates in Low Dimensional Subspace based on Semi-Supervised Learning with Order Constraints
-- Local Coordinate Extraction from Optical Hyperspectral Data of Vegetation -- |
Kuniaki Uto (Tokyo Tech.) |
| |
11:55-13:00 |
Lunch Break ( 65 min. ) |
Thu, Jul 18 PM
Chair: T. Matsushima (Waseda univ.)
13:00 - 16:30 |
| (1) |
13:00-13:25 |
IBISML award session |
| (2) |
13:25-13:50 |
A Simultaneous Completion Method for Multiple Relational Data |
Yutaka Ieiri, Hisashi Kashima (Univ. Tokyo) |
| (3) |
13:50-14:15 |
An improvement of a Neutrality Term in an Information-neutral Recommender System |
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh (AIST), Jun Sakuma (Univ. of Tsukuba) |
| |
14:15-14:20 |
Break ( 5 min. ) |
| (4) |
14:20-14:45 |
Detection of abnormal data based on linear classifiers using local coordinates on a normal class
-- Tree disease detection in hyperspectral forest images -- |
Kuniaki Uto (Tokyo Tech.) |
| (5) |
14:45-15:10 |
Pairwise Co-link Propagation Kernel |
Satoshi Hasegawa, Jun Sakuma (Univ. of Tsukuba) |
| (6) |
15:10-15:35 |
Privacy-preserving Online Logistic Regression Based on Homomorphic Encryption |
Shuang Wu, Junpei Kawamoto (Univ. of Tsukuba), Hiroaki Kikuchi (Meiji Univ.), Jun Sakuma (Univ. of Tsukuba) |
| |
15:35-15:40 |
Break ( 5 min. ) |
| (7) |
15:40-16:05 |
Computer aided image diagnosis system using artificial intelligence for X-ray CT image |
Tadashi Kondo, Junji Ueno, Shoichiro Takao (Tokushima Univ.) |
| (8) |
16:05-16:30 |
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation |
Song Liu (Tokyo Tech.), John A. Quinn (Makerere Univ.), Michael U. Gutmann (Univ. of Helsinki), Masashi Sugiyama (Tokyo Tech.) |