Session information

General Session

General Session » [GS] J-2 Machine learning

[1Q3-J-2] Machine learning: structural modeling

Tue. Jun 4, 2019 3:20 PM - 5:00 PM Room Q (6F Meeting room, Bandaijima bldg.)

Chair:Koh Takeuchi Reviewer:Akisato Kimura

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3:20 PM - 3:40 PM

[1Q3-J-2-01] L1 Regularization based Learning Method for Capsule Network

〇Nozomu Ohta¹, Shin Kawai¹, Hajime Nobuhara¹ (1. University of Tsukuba)

3:40 PM - 4:00 PM

[1Q3-J-2-02] Construction of pooling layer by skip connection and analysis based on expressive power of these models

〇Jumpei Nagase¹, Tetsuya Ishiwata² (1. Graduate School of Engineering and Science, Shibaura Institute of Technology, 2. College of Systems Engineering and Science, Shibaura Institute of Technology)

4:00 PM - 4:20 PM

[1Q3-J-2-03] Extracting and Exploiting Latent Knowledge Structure by Graph-based Knowledge Tracing

〇Hiromi Nakagawa¹, Yusuke Iwasawa¹, Yutaka Matsuo¹ (1. The University of Tokyo)

4:20 PM - 4:40 PM

[1Q3-J-2-04] Learning to Find Hard Instances of Graph Problems

〇Ryoma Sato¹, Makoto Yamada^1,2,3, Hisashi Kashima^1,2 (1. Kyoto University, 2. RIKEN Center for AIP, 3. JST PRESTO)

4:40 PM - 5:00 PM

[1Q3-J-2-05] A study on recommender system considering diversity in recommendation items based on LDA

〇Zhiying Zhang¹, Taiju Hosaka¹, Haruka Yamashita², Masayuki Goto¹ (1. Waseda University, 2. Sophia University)

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