Tue, Jun 19 AM 10:00 - 12:00 |
(1) |
10:00-10:30 |
A study on an optimization algorithm for semi-supervised SVM using parametric programing |
Kohei Ogawa, Ichiro Takeuchi (NIT), Masashi Sugiyama (Tokyo Tech) |
(2) |
10:30-11:00 |
Learning Non-Linear Classifiers with a Sparsity Upper-Bound via Efficient Model Selection |
Mathieu Blondel, Kazuhiro Seki, Kuniaki Uehara (Kobe Univ.) |
(3) |
11:00-11:30 |
Online Prediction under Submodular Constraints |
Daiki Suehiro, Kohei Hatano, Shuji Kijima, Eiji Takimoto (Kyushu Univ.), Kiyohito Nagano (Tokyo Univ.) |
(4) |
11:30-12:00 |
Improving the Variable Setting of Softmax Selection From an Information-Theoretic Viewpoint |
Kazunori Iwata (Hiroshima City Univ.) |
|
12:00-13:20 |
Lunch Break ( 80 min. ) |
Tue, Jun 19 PM 13:20 - 14:20 |
(5) |
13:20-14:20 |
[Invited Talk]
* |
Hayato Kobayashi (Toshiba) |
|
14:20-14:25 |
Break ( 5 min. ) |
Tue, Jun 19 PM 14:25 - 15:25 |
(6) |
14:25-15:25 |
[Invited Talk]
* |
Makoto Onizuka (NTT) |
|
15:25-15:30 |
Break ( 5 min. ) |
Tue, Jun 19 PM 15:30 - 17:00 |
(7) |
15:30-16:00 |
Detection of Earthquake-Induced Damage in Steel Structures By Applying Classification Algorithms to Changes in Vibration Characteristics |
Mayako Yamaguchi, Masahiro Kurata (Kyoto Univ.) |
(8) |
16:00-16:30 |
Topic Extraction Method by Semi-Supervised Latent Dirichlet Allocation for Real-Time Recommendation |
Yasuhiro Ikeda, Ryoichi Kawahara, Hiroshi Saito (NTT) |
(9) |
16:30-17:00 |
Locality-Sensitive Hashing With Margin Based Feature Selection |
Makiko Konoshima (FJLAB) |
Wed, Jun 20 AM 10:30 - 12:00 |
(10) |
10:30-11:00 |
Density Difference Estimation |
Masashi Sugiyama (Tokyo Inst. of Tech.), Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Marthinus Christoffel du Plessis, Song Liu (Tokyo Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech.) |
(11) |
11:00-11:30 |
On a Non-asymptotic Analysis Using Large Deviation Principles in the Multiarmed Bandit Problem |
Junya Honda, Akimichi Takemura (Univ. of Tokyo) |
(12) |
11:30-12:00 |
Accuracy of the Bayes Latent Variable Estimation from Mixture of Complete and Incomplete Data |
Keisuke Yamazaki (Tokyo Tech) |
|
12:00-13:20 |
Lunch Break ( 80 min. ) |
Wed, Jun 20 PM 13:20 - 14:20 |
(13) |
13:20-14:20 |
[Invited Talk]
* |
Tomohisa Okada (Kyoto Univ.) |
Wed, Jun 20 PM 14:20 - 15:20 |
(14) |
14:20-14:50 |
Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering |
Ildefons Magrans de Abril, Masashi Sugiyama (Tokyo Inst. of Tech.) |
(15) |
14:50-15:20 |
An MDL-based Change-Detection Algorithm for Piecewise Stationay Memoryless Sources with Multi-dimensional Parameter |
Hiroki Kanazawa, Kenji Yamanishi (Univ. of Tokyo) |