| Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) |
[schedule] [select]
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| Chair |
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Hisashi Kashima (Kyoto Univ.) |
| Vice Chair |
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Masashi Sugiyama (Univ. of Tokyo), Koji Tsuda (Univ. of Tokyo) |
| Secretary |
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Ichiro Takeuchi (Nagoya Inst. of Tech.), Toshihiro Kamishima (AIST) |
| Assistant |
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Tomoharu Iwata (NTT), Shigeyuki Oba (Kyoto Univ.) |
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| Conference Date |
Tue, Mar 5, 2019 13:30 - 17:30
Wed, Mar 6, 2019 10:00 - 14:30 |
| Topics |
Machine learning, etc. |
| Conference Place |
RIKEN Center for Advanced Intelligence Project |
| Address |
1-4-1 Nihombashi Chuo-ku, 103-0027 Tokyo, Japan |
| Transportation Guide |
Direct access from Tokyo Metro Nihombashi Station
https://aip.riken.jp/access/?lang=en |
Contact
Person |
Koji Tsuda
+81-3-6225-2373 |
Copyright
and
reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| 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. |
Tue, Mar 5 PM Theory of Machine Learning
Chair: Koji Tsuda
13:30 - 16:30 |
| (1) |
13:30-14:00 |
A connection between Kida's optimal signal approximation and the signal classification by maximizing margin  IBISML2018-105 |
Takuro Kida (Tokyo Tech. Prof.EM), Yuichi Kida (Ohu Univ.) |
| (2) |
14:00-14:30 |
Expressive power of skip connection and network architecture IBISML2018-106 |
Jumpei Nagase, Tetsuya Ishiwata (Shibaura Inst. of Tech.) |
| (3) |
14:30-15:00 |
Efficient Exploration by Variational Information Maximizing Exploration on Reinforcement Learning IBISML2018-107 |
Kazuki Doi, Keigo Okawa (Gifu Univ.), Motoki Shiga (Gifu Univ./JST/RIKEN) |
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15:00-15:15 |
Break ( 15 min. ) |
| (4) |
15:15-16:15 |
Invited Talk
Hiroshi Maruyama (Preferred Networks)
Invitation to Machine Learning Engineering |
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16:15-16:30 |
Break ( 15 min. ) |
Tue, Mar 5 PM Application of Machine Learning
Chair: Koji Tsuda
16:30 - 17:30 |
| (5) |
16:30-17:00 |
Set transformer for coordinating outfits IBISML2018-108 |
Takuma Nakamura, Yuki Saito (ZOZO Research) |
| (6) |
17:00-17:30 |
A Study on Automatic Generation of False Data Injection Attack against Connected Car Service Based on Reinforcement Learning IBISML2018-109 |
Yuichiro Dan, Keita Hasegawa, Takafumi Harada, Tomoaki Washio, Yoshihito Oshima (NTT) |
Wed, Mar 6 AM Theory of Machine Learning
Chair: Koji Tsuda
10:00 - 13:00 |
| (7) |
10:00-10:30 |
Effects of Batch-normalization on Fisher Information Matrix of ResNet IBISML2018-110 |
Yasutaka Furusho, Kazushi Ikeda (NAIST) |
| (8) |
10:30-11:00 |
Wider neural networks with ReLU activation generalize better IBISML2018-111 |
Yasutaka Furusho, Kazushi Ikeda (NAIST) |
| (9) |
11:00-11:30 |
Shapelet-based Multiple-Instance Learning IBISML2018-112 |
Daiki Suehiro, Kohei Hatano (Kyushu Univ./RIKEN AIP), Eiji Takimoto (Kyushu Univ.), Shuji Yamamoto, Kenichi Bannai (Keio Univ./RIKEN AIP), Akiko Takeda (The Univ. of Tokyo/RIKEN AIP) |
| (10) |
11:30-12:00 |
Optimal Kernel for Mode Estimation via Kernel Density Estimation IBISML2018-113 |
Ryoya Yamasaki, Toshiyuki Tanaka (Kyoto Univ.) |
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12:00-13:00 |
Lunch ( 60 min. ) |
Wed, Mar 6 PM Theory and Application of Machine Learning
Chair: Toshihiro Kamishima
13:00 - 14:30 |
| (11) |
13:00-13:30 |
Magnetic Resonance Angiography Image Restoration by Super Resolution based on Deep Learning IBISML2018-114 |
Shizen Kitazaki, Masanori Kawakita, Yutaka Jitumatu (Kyushu Univ.), Shigehide Kuhara (Kyorin Univ.), Akio Hiwatashi, Jun'ichi Takeuchi (Kyushu Univ.) |
| (12) |
13:30-14:00 |
Acceleration of Boosting Discriminators Using Region Partition Learning and Its Application to Face Detectors IBISML2018-115 |
Takeshi Mori, Junichi Takeuchi, Masanori Kawakita (Kyushu Univ.) |
| (13) |
14:00-14:30 |
Evaluation of LGRF using RAVE in Go program IBISML2018-116 |
Tatsuya Shimizu, Yuta Hayama, Asuka Nakamura, Yoshitaka Maekawa (CIT) |
| Announcement for Speakers |
| General Talk | Each speech will have 25 minutes for presentation and 5 minutes for discussion. |
| Contact Address and Latest Schedule Information |
| IBISML |
Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) [Latest Schedule]
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| Contact Address |
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Last modified: 2019-03-05 15:27:18
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