| Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) |
[schedule] [select]
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| Chair |
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Ichiro Takeuchi (Nagoya Inst. of Tech.) |
| Vice Chair |
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Masashi Sugiyama (Univ. of Tokyo) |
| Secretary |
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Koji Tsuda (Univ. of Tokyo), Toshihiro Kamishima (AIST) |
| Assistant |
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Tomoharu Iwata (NTT), Atsuyoshi Nakamura (Hokkaido Univ.) |
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| Conference Date |
Mon, Jan 17, 2022 10:00 - 15:05
Tue, Jan 18, 2022 09:00 - 15:40 |
| Topics |
Machine Learning, etc. |
| Conference Place |
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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. |
Mon, Jan 17 AM Machine Learning 1
Chair: Ichiro Takeuchi
10:00 - 11:40 |
| (1) |
10:00-10:20 |
Information Geometrically Generalized Covariate Shift Adaptation  IBISML2021-18 |
Masanari Kimura (SOKENDAI), Hideitsu Hino (ISM/RIKEN) |
| (2) |
10:20-10:40 |
Constrained Bayesian Optimization through Optimal-value Entropy IBISML2021-19 |
Shion Takeno, Tomoyuki Tamura (NIT), Kazuki Shitara (Osaka Univ./JFCC), Masayuki Karasuyama (NIT) |
| (3) |
10:40-11:00 |
Automatic Makeup Transfer with GANs and Its Quantitative Evaluation IBISML2021-20 |
Cuilin Wang, Jun'ichi Takeuchi (Kyushu Univ.) |
| (4) |
11:00-11:20 |
Cluster approximation in quantum Boltzmann machine based on information geometry IBISML2021-21 |
Masaya Hoshikawa, Tomohiro Ogawa (UEC) |
| (5) |
11:20-11:40 |
CAMRI Loss: Class-wise Additive Angular Margin Loss for Improving Recall of a Specific Class IBISML2021-22 |
Daiki Nishiyama (Univ. Tsukuba), Fukuchi Kazuto, Yohei Akimoto, Jun Sakuma (Univ. Tsukuba/RIKEN) |
Mon, Jan 17 PM
Chair: Kohei Hatano
13:00 - 15:05 |
| |
13:00-13:05 |
( 5 min. ) |
| (6) |
13:05-13:45 |
[Invited Talk]
TBA |
Yuichi Kawamoto (Tohoku Univ.), Takahiro Ohyama (PSNRD) |
| (7) |
13:45-14:25 |
[Invited Talk]
Factor Analysis of Communication Quality through Machine Learning and Wireless LAN Sensing |
Koji Yamamoto (Kyoto Univ.) |
| (8) |
14:25-15:05 |
[Invited Talk]
Online Learning Based Solutions for B5G/6G Communication Systems |
Sherief Hashima (RIKEN) |
| |
15:05-15:10 |
( 5 min. ) |
Tue, Jan 18 AM
Chair: Ichiro Takeuchi
09:00 - 12:00 |
| |
09:00-09:05 |
( 5 min. ) |
| (9) |
09:05-09:45 |
[Tutorial Lecture]
Introduction to Selective Inference |
Ichiro Takeuchi (Nitech/RIKEN) |
| (10) |
09:45-10:25 |
[Invited Talk]
TBA |
Shigeyuki Matsui (Nagoya Univ.) |
| |
10:25-10:35 |
( 10 min. ) |
| (11) |
10:35-11:15 |
[Invited Talk]
TBA |
Atsushi Kawaguchi (Saga Univ.) |
| (12) |
11:15-11:55 |
[Invited Talk]
TBA |
Jun Sakuma (Tsukuba Univ./RIKEN) |
| |
11:55-12:00 |
Break ( 5 min. ) |
Tue, Jan 18 PM Machine Learning 2
Chair: Hideitsu Hino
13:00 - 14:20 |
| (13) |
13:00-13:20 |
Local Explanation of Graph Neural Network through Predictive Graph Mining IBISML2021-23 |
Hinata Asahi, Masayuki Karasuyama (NIT) |
| (14) |
13:20-13:40 |
IBISML2021-24 |
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| (15) |
13:40-14:00 |
More Powerful Selective Inference for K-means clustering with Application to Single Cell Analysis IBISML2021-25 |
Mizuki Sato, Yumehiro Omori, Yu Inatsu, Ichiro Takeuchi (NITech) |
| (16) |
14:00-14:20 |
Robustness to Adversarial Examples by Mixtures of L1 Regularazation Models IBISML2021-26 |
Hironobu Takenouchi, Junichi Takeuchi (Kyushu Univ.) |
Tue, Jan 18 PM Machine Learning 3
Chair: Jun Sakuma
14:40 - 15:40 |
| (17) |
14:40-15:00 |
Domain Adaptation with Optimal Transport for Extended Variable Space IBISML2021-27 |
Toshimitsu Atiake (ISM), Hideitsu Hino (ISM/RIKEN) |
| (18) |
15:00-15:20 |
Bayesian Optimization for Simultaneous Optimization of Multiple Tasks with Max-value Entropy Search IBISML2021-28 |
Rintaro Yamada, Shion Takeno, Masayuki Karasuyama (NIT) |
| (19) |
15:20-15:40 |
Determining the number of clusters using the shrinking maximum likelihood self-organizing map IBISML2021-29 |
Ryosuke Motegi, Yoichi Seki (Gunma Univ.) |
| Announcement for Speakers |
| General Talk | Each speech will have 15 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]
|
| Contact Address |
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Last modified: 2022-01-13 19:51:13
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