Mon, Jun 27 IBISML (Room A) 10:00 - 18:15 |
(1) |
10:00-12:00 |
New Trends in Machine Learning
Coordinator: Masashi Sugiyama (RIKEN/Univ. of Tokyo)
Introduction to recent machine learning techniques by multiple young researchers |
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12:00-14:00 |
Lunch Break ( 120 min. ) |
(2) IBISML |
14:00-14:25 |
Transformer based model for Point Process with past sequence-representative vector |
Fumiya Nishizawa, Sujun Hong, Hirotaka Hachiya (Wakayama Univ.) |
(3) IBISML |
14:25-14:50 |
A Bagging Method to Improve the Accuracy of Gaussian Process Regression for Neural Architecture Search |
Rion Hada, Masao Okita, Fumihiko Ino (Osaka Univ.) |
(4) IBISML |
14:50-15:15 |
AI knowledge forgetting based on the importance of model parameters |
Tomoya Yamashita, Masanori Yamada (NTT) |
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15:15-15:30 |
Break ( 15 min. ) |
(5) IBISML |
15:30-15:55 |
Adversarial Attacks and Defenses for Non-Parametric Two-Sample Tests |
Xilie Xu (NUS), Jingfeng Zhang (RIKEN-AIP), Feng Liu (UTS), Masashi Sugiyama (RIKEN-AIP), Mohan Kankanhalli (NUS) |
(6) IBISML |
15:55-16:20 |
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(7) IBISML |
16:20-16:45 |
Relaxing the Requirement for Decomposition of the Fisher Information Matrix for Simple Softplus Neural Networks |
Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) |
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16:45-17:00 |
Break ( 15 min. ) |
(8) IBISML |
17:00-17:25 |
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity |
Shogo Sagawa (SOKENDAI), Hideitsu Hino (ISM/RIKEN) |
(9) IBISML |
17:25-17:50 |
Additive Cumulative Link Model with Total Variation Regularization for Ordinal Regression |
Hiroya Iyori, Shin Matsushima (Univ. of Tokyo) |
(10) IBISML |
17:50-18:15 |
Comparison of Variational Bayes and Gibbs Sampling for Normal Inverse Gaussian Mixture Models |
Takashi Takekawa (Kogakuin Univ.) |
Mon, Jun 27 MPS 1 (Room B) 14:00 - 16:20 |
(11) |
14:00-14:25 |
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(12) |
14:25-14:50 |
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14:50-15:05 |
Break ( 15 min. ) |
(13) |
15:05-15:30 |
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(14) |
15:30-15:55 |
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(15) |
15:55-16:20 |
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Tue, Jun 28 AM IBISML (Room A) 09:15 - 17:45 |
(16) IBISML |
09:15-09:40 |
Inside the Ventricle System Immune Cell Network Hypothesis for Language Processing and Intelligence
-- B lymphocytes in the CSF Control Spinal Reflexes and Speech Processing -- |
Kumon Tokumaru (Researcher) |
(17) IBISML |
09:40-10:05 |
A Novel Analytical Method for Continual Learning Based on the Ease of Classification in Representation Spaces |
Kengo Murata, Seiya Ito, Kouzou Ohara (Aoyama Gakuin Univ.) |
(18) IBISML |
10:05-10:30 |
Learning Attribute Vector Fields in GAN Latent Space |
Takehiro Aoshima, Takashi Matsubara (Osaka Univ.) |
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10:30-10:45 |
Break ( 15 min. ) |
(19) IBISML |
10:45-11:10 |
[Short Paper]
A Pseudo Node Based Graph Convolution Network for Emotion Perception from Gait |
Shurong Chai, Jiaqing Liu (Ritsumeikan University), Tateyama Tomoko (Fujita Health University), LanFen Lin (Zheda), Yen-Wei Chen (Ritsumeikan University) |
(20) IBISML |
11:10-11:35 |
Automatic Path Following Control for Four-wheeled Cars Based on Just-In-Time Modeling
-- Verification of Robustness for Road Surface Conditions -- |
Tatsuya Kai (Tokyo Univ. of Science), Kazuki Fukawa (DENSO) |
(21) IBISML |
11:35-12:00 |
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12:00-13:30 |
Lunch Break ( 90 min. ) |
(22) IBISML |
13:30-13:55 |
Joint-Conditional Mutual Information Based Feature Subset Selection for Remotely Sensed Hyperspectral Image Classification |
U A Md Ehsan Ali, Keisuke Kameyama (Univ. Tsukuba) |
(23) IBISML |
13:55-14:20 |
Feature selection in prediction model by LiNGAM |
Taiyu Sumida, Takashi Takekawa (Kogakuin Univ.) |
(24) IBISML |
14:20-14:45 |
On DC Relaxation of Information-directed Sampling in Combinatorial Multi-armed Bandit Problem |
Junta Fujinaga (Kyoto Univ.), Junya Honda, Taira Tsuchiya (Kyoto Univ./RIKEN) |
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14:45-15:00 |
Break ( 15 min. ) |
(25) IBISML |
15:00-15:25 |
Learning DAGs Graph Model from Sparse Inverse Covariance |
Ziyu Guo, Shin Matsushima (UTokyo) |
(26) IBISML |
15:25-15:50 |
Toward the Design of a Hybrid Algorithm of Asymmetries and Score-Based Methods in Causal Search |
Kota Misaki, Shin Matsushima (UTokyo) |
(27) IBISML |
15:50-16:15 |
Causal Discovery in Discrete Data Using NML Code Length Based on MDL Principle |
Masatoshi Kobayashi, Nishimoto Hiroki, Shin Mastushima (Todai) |
(28) IBISML |
16:15-16:40 |
An Extension of LiNGAM to Functional Data Analysis |
Tianle Yang, Joe Suzuki (Osaka Univ.) |
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16:40-16:55 |
Break ( 15 min. ) |
(29) IBISML |
16:55-17:20 |
Extending HSIC for Testing Conditional Independence |
Bingyuan Zhang, Joe Suzuki (Osaka Univ.) |
(30) IBISML |
17:20-17:45 |
Reduction Scheme for Empirical Risk Minimization and Its Applications to Multiple-Instance Learning |
Daiki Suehiro (Kyushu Univ./RIKEN AIP), Eiji Takimoto (Kyushu Univ.) |
Tue, Jun 28 MPS 2 (Room B) 10:00 - 14:30 |
(31) |
10:00-10:25 |
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(32) |
10:25-10:50 |
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(33) |
10:50-11:15 |
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(34) |
11:15-11:40 |
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(35) |
11:40-11:55 |
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11:55-13:30 |
Lunch Break ( 95 min. ) |
(36) |
13:30-13:45 |
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(37) |
13:45-14:00 |
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(38) |
14:00-14:15 |
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(39) |
14:15-14:30 |
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Wed, Jun 29 NC (Room A) 13:30 - 16:40 |
(40) NC |
13:30-13:55 |
Acceleration of data assimilation for Large-scale human flow data |
Miyazaki Kazuya, Amagasaki Motoki, Kiyama Masato, Okamoto Toshiaki (Kumamoto Univ) |
(41) NC |
13:55-14:20 |
Optimization of recurrent neural network structure by controlling symmetry of weight matrix |
Arisa Fujimoto, Hideaki Yamamoto, Satoshi Moriya (Tohoku Univ.), Keita Tokuda (Tsukuba Univ.), Yuichi Katori (Future Univ. Hakodate), Shigeo Sato (Tohoku Univ.) |
(42) NC |
14:20-14:45 |
LSI implementation of analog CMOS majority circuit for neural network applications |
Satoshi Ono, Satoshi Moriya, Yuka Kanke, Hideaki Yamamoto (Tohoku Univ.), Yasushi Yuminaka (Gunma Univ.), Shigeo Sato (Tohoku Univ.) |
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14:45-15:00 |
Break ( 15 min. ) |
(43) NC |
15:00-15:25 |
Emergence of Dynamical Orthogonal Basis Acquiring Large Memory Capacity in Modular Reservoir Computing |
Yuji Kawai (Osaka Univ.), Jihoon Park (NICT/Osaka Univ.), Ichiro Tsuda (Chubu Univ.), Minoru Asada (IPUT/Osaka Univ./Chubu Univ./NICT) |
(44) NC |
15:25-15:50 |
Perception of MachBands affects event-related potentials in visual cortex |
Kazuma Higashizono, Yasuhiro Tsubo (Ritsumeikan Univ) |
(45) NC |
15:50-16:15 |
Electrophysiological Indices of the McGurk Effect in Audiovisual Noise |
Fusheng Xiao, Yasuhiro Tsubo (Ritsumeikan Univ.) |
(46) NC |
16:15-16:40 |
Effect of adding information associated with symbols on Gestaltzerfall |
Takaya Nakanishi, Yasuhiro Tsubo (Ritsumeikan Univ.) |
Wed, Jun 29 Bioinformatics(Room B) 09:30 - 16:25 |
(47) |
09:30-09:55 |
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(48) |
09:55-10:20 |
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10:20-10:35 |
Break ( 15 min. ) |
(49) |
10:35-11:00 |
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(50) |
11:00-11:25 |
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11:25-13:00 |
Lunch Break ( 95 min. ) |
(51) |
13:00-13:25 |
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(52) |
13:25-13:50 |
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13:50-14:05 |
Break ( 15 min. ) |
(53) |
14:05-14:20 |
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(54) |
14:20-14:35 |
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(55) |
14:35-14:50 |
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14:50-15:05 |
Break ( 15 min. ) |
(56) |
15:05-15:30 |
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(57) |
15:30-15:55 |
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(58) |
15:55-16:10 |
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(59) |
16:10-16:25 |
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