Session information

General Session

General Session » [GS] J-2 Machine learning

[3K3-J-2] Machine learning: analysis and validations of models

Thu. Jun 6, 2019 1:50 PM - 3:30 PM Room K (201A Medium meeting room)

Chair:Masahiro Suzuki Reviewer:Satoshi Oyama

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1:50 PM - 2:10 PM

[3K3-J-2-01] Statistical Mechanical Formulation of Learning Dynamics of Two-Layered Neural Networks with Batch Normalization

〇Shiro Takagi¹, Yuki Yoshida¹, Masato Okada¹ (1. Graduate School of Frontier Sciences, The University of Tokyo)

2:10 PM - 2:30 PM

[3K3-J-2-02] On the trade-off between the number of nodes and the number of trees in Random Forest

〇So Kumano¹, Tatsuya Akutsu¹ (1. Kyoto University)

2:30 PM - 2:50 PM

[3K3-J-2-03] Do the AUC and log-loss evaluate CTR prediction models properly?

〇Satoshi KATAGIRI¹ (1. F@N Communications, Inc.)

2:50 PM - 3:10 PM

[3K3-J-2-04] Social reinforcement learning with shared global aspiration for satisficing

〇Noriaki Sonota¹, Takumi Kamiya², Tatsuji Takahashi¹ (1. Tokyo Denki University, 2. Graduate School of Tokyo Denki University)

3:10 PM - 3:30 PM

[3K3-J-2-05] On the mathematical approach to the ``photo-likeness" of images

〇Yasuhiko Asao¹, Ryotaro Sakamoto¹ (1. Graduate School of Mathematical Science, the University of Tokyo)

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