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Kento Uchida
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 10
Top Topics
Gradient Method
Top Venues
CoRR
GECCO
IEEE Trans. Evol. Comput.
PPSN (1)
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Publications
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Yohei Watanabe
,
Kento Uchida
,
Ryoki Hamano
,
Shota Saito
,
Masahiro Nomura
,
Shinichi Shirakawa
(1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems.
CoRR
(2023)
Yohei Watanabe
,
Kento Uchida
,
Ryoki Hamano
,
Shota Saito
,
Masahiro Nomura
,
Shinichi Shirakawa
(1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems.
GECCO
(2023)
Teppei Yamaguchi
,
Kento Uchida
,
Shinichi Shirakawa
Improvement of sep-CMA-ES for Optimization of High-Dimensional Functions with Low Effective Dimensionality.
SSCI
(2022)
Kento Uchida
,
Genki Sakata
,
Tetsushi Watari
,
Yuta Yamakita
,
Shinichi Shirakawa
Generation of microscopic structure of solder material with desirable characteristics based on deep learning.
Knowl. Based Syst.
258 (2022)
Kento Uchida
,
Shinichi Shirakawa
,
Youhei Akimoto
Finite-Sample Analysis of Information Geometric Optimization With Isotropic Gaussian Distribution on Convex Quadratic Functions.
IEEE Trans. Evol. Comput.
24 (6) (2020)
Teppei Yamaguchi
,
Kento Uchida
,
Shinichi Shirakawa
Adaptive Stochastic Natural Gradient Method for Optimizing Functions with Low Effective Dimensionality.
PPSN (1)
(2020)
Youhei Akimoto
,
Shinichi Shirakawa
,
Nozomu Yoshinari
,
Kento Uchida
,
Shota Saito
,
Kouhei Nishida
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search.
ICML
(2019)
Youhei Akimoto
,
Shinichi Shirakawa
,
Nozomu Yoshinari
,
Kento Uchida
,
Shota Saito
,
Kouhei Nishida
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search.
CoRR
(2019)
Kento Uchida
,
Shota Saito
,
Panca Dewi Pamungkasari
,
Yusei Kawai
,
Ita Fauzia Hanoum
,
Filbert H. Juwono
,
Shinichi Shirakawa
Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization.
ISVC (2)
(2019)
Kento Uchida
,
Shinichi Shirakawa
,
Youhei Akimoto
Analysis of information geometric optimization with isotropic gaussian distribution under finite samples.
GECCO
(2018)
Yutaro Yamada
,
Kento Uchida
,
Shota Saito
,
Shinichi Shirakawa
Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions.
EvoApplications@EvoStar
(2013)