[2K6-ES-2] Machine learning: Modeling

Wed. Jun 10, 2020 5:50 PM - 7:30 PM Room K (jsai2020online-11)

Chiar: Junichiro Mori (The University of Tokyo)

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5:50 PM - 6:10 PM

[2K6-ES-2-01] Selecting Neurons of Deep Echo State Networks as a Readout Layer via Generalized-Ensemble Algorithms

〇Keizaburo Nishikino¹ (1. SoftBank Corp.)

6:10 PM - 6:30 PM

[2K6-ES-2-02] Sparsity enforcement on latent variables for better disentanglement in VAE

A Study on the Latent Space of VAE by Inducing Sparsity in the Encoder Network

〇Paulino Cristovao^1,2, Hidemoto Nakada^2,1, Yusuke Tanimura^2,1, Hideki Asoh² (1. University of Tsukuba, 2. National Institute of Advanced Industrial Science and Technology)

6:30 PM - 6:50 PM

[2K6-ES-2-03] Hybrid quantum-classical Ulam-von Neumann linear solver-based quantum dynamic programing algorithm

〇Chih-Chieh Chen¹, Koudai Shiba^1,2, Masaru Sogabe¹, Katsuyoshi Sakamoto², Tomah Sogabe^1,2 (1. Grid Inc., 2. UEC)

6:50 PM - 7:10 PM

[2K6-ES-2-04] Balancing policy improvement and evaluation in Risk-sensitive Satisficing algorithm

〇Hiroaki Wakabayashi¹, Takumi Kamiya¹, Tatsuji Takahashi¹ (1. Tokyo Denki University)

7:10 PM - 7:30 PM

[2K6-ES-2-05] Combining Local and Global Exploration via Intrinsic Rewards

〇Nicolas Bougie^1,2, Ryutaro Ichise^2,1 (1. The Graduate University for Advanced Studies, SOKENDAI, 2. National Institute of Informatics)

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