| Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) |
[schedule] [select]
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| Chair |
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Masashi Sugiyama (Univ. of Tokyo) |
| Vice Chair |
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Toshihiro Kamishima (AIST), Koji Tsuda (Univ. of Tokyo) |
| Secretary |
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Tomoharu Iwata (NTT), Atsuyoshi Nakamura (Hokkaido Univ.) |
| Assistant |
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Yoshinobu Kawahara (Osaka Univ.), Taiji Suzuki (Univ.of Tokyo) |
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| Conference Date |
Wed, Dec 20, 2023 12:50 - 16:50
Thu, Dec 21, 2023 10:30 - 15:50 |
| Topics |
machine learning, etc. |
| Conference Place |
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| Transportation Guide |
https://www.nii.ac.jp/about/access/ |
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. |
Wed, Dec 20 PM Invited Talk (1)
12:50 - 14:00 |
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12:50-13:00 |
Opening ( 10 min. ) |
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Invited Talk： TBA
Hideaki Imamura (PFN) |
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14:00-14:30 |
Break ( 30 min. ) |
Wed, Dec 20 PM Machine Leanring (1)
14:30 - 15:45 |
| (1) |
14:30-14:55 |
Improvement of SVMs with Composite Kernels by PCA for HSI Classification  IBISML2023-30 |
Akito Tamura, Takuya Kitamura (KOSEN) |
| (2) |
14:55-15:20 |
Anomaly Detection by One-class Convolution Extreme Learning Machine Using Multiple Kernel IBISML2023-31 |
Yuta Okami, Takuya Kitamura (NIT, Toyama College) |
| (3) |
15:20-15:45 |
Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix IBISML2023-32 |
Masazumi Iida, Yoshinari Takeishi (Kyushu Univ.), Siyang Wang (Umea Univ.), Jun'ichi Takeuchi (Kyushu Univ.) |
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15:45-16:00 |
Break ( 15 min. ) |
Wed, Dec 20 PM Machine Leanring (2)
16:00 - 16:50 |
| (4) |
16:00-16:25 |
Estimating Total Traffic Volume with Joint Matrix Factorization IBISML2023-33 |
Yuma Taguchi (TCRDL), Yoshinao Ishii, Takeyuki Sasai, Shintaro Fukushima (TMC), Katsushi Sanda (TCRDL) |
| (5) |
16:25-16:50 |
Anomaly detection by deep support data descriptions with pseudo-anomaly data IBISML2023-34 |
Shuta Tsuchio, Takuya Kitamura (NIT, Toyama college) |
Thu, Dec 21 AM Machine Leanring (3)
10:30 - 11:45 |
| (6) |
10:30-10:55 |
Badminton Rally Analysis Using LSTM IBISML2023-35 |
Atsushi Yoshinaga, Masato Kiyama, Motoki Amagasaki (Kumamoto Univ.) |
| (7) |
10:55-11:20 |
On the benefits of Partial Stochastic Bayesian Neural Networks IBISML2023-36 |
Koki Sato, Daniel Andrade (Hiroshima Univ.) |
| (8) |
11:20-11:45 |
Classification Error Analysis under Covariate Shift between Non-absolutely Continuous Distributions through neighbor-transfer-exponent IBISML2023-39 |
Mitsuhiro Fujikawa, Youhei Akimoto (Univ. of Tsukuba), Jun Sakuma (Tokyo Inst. of Tech.), Kazuto Fukuchi (Univ. of Tsukuba) |
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11:45-13:30 |
lunch ( 105 min. ) |
Thu, Dec 21 PM Invited Talk (2)
13:30 - 14:30 |
| (9) |
13:30-14:30 |
Invited Talk: TBA
Yuta Suzuki (Toyota) |
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14:30-15:00 |
Break ( 30 min. ) |
Thu, Dec 21 PM Machine Leanring (4)
15:00 - 15:50 |
| (10) |
15:00-15:25 |
Causal Effect Estimation on Hierarchical Spatial Graph Data IBISML2023-37 |
Koh Takeuchi (Kyoto Univ.), Ryo Nishida (AIST), Hisashi Kashima (Kyoto Univ.), Masaki Onishi (AIST) |
| (11) |
15:25-15:50 |
A linear time approximation of Wasserstein distance with word embedding selection IBISML2023-38 |
Sho Otao (Kyoto Univ.), Makoto Yamada (OIST) |
| Announcement for Speakers |
| General Talk | Each speech will have 20 minutes for presentation and 5 minutes for discussion. |
| Contact Address and Latest Schedule Information |
| IBISML |
Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) [Latest Schedule]
|
| Contact Address |
Toshihiro Kamishima        |
Last modified: 2023-12-05 15:46:49
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