Organized Session

[1J3-OS-10] OS-10

Tue. Jun 9, 2020 1:20 PM - 2:40 PM Room J (jsai2020online-10)

大西正輝（産業技術総合研究所）、日野英逸（統計数理研究所）、白川真一（横浜国立大学）、秋本洋平（筑波大学）

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1:20 PM - 1:40 PM

[1J3-OS-10-01] Convex Optimization Theory and Algorithms for Hyperparameter Optimization: Toward AutoML

〇Ichiro Takeuchi¹ (1. Nagoya Institute of Technology)

1:40 PM - 2:00 PM

[1J3-OS-10-02] The Characteristics Required in Hyperparameter Optimization of Deep Learning Algorithms

〇Shuhei Watanabe¹, Masahiro Nomura², Masaki Onishi¹ (1. The National Institute of Advanced Industrial Science and Technology, 2. CyberAgent Inc.)

2:00 PM - 2:20 PM

[1J3-OS-10-03] Gradient-Based Architecture Search for Deep Multimodal Neural Networks

〇Yushiro Funoki¹, Satoshi Ono¹ (1. Kagoshima University)

2:20 PM - 2:40 PM

[1J3-OS-10-04] Quantitative Analysis of Improving Classification Accuracy and Computational Cost for Hyperparameter Optimization

〇Naokatsu Nakazato¹, Masaki Onishi² (1. Graduate School of System and Information Engineering, University of Tsukuba, 2. Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology)

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Organized Session » OS-10