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Affiliation |
Organization for the Promotion of Education |
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Job Title |
Specially Appointed Assistant Professor |
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Research Fields, Keywords |
Evolutionary Computation, Machine Learning |
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Related SDGs |
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UCHIDA Kento
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ORCID
Degree 【 display / non-display 】
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Doctor of Informatics - Yokohama National University
Campus Career 【 display / non-display 】
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2023.4
Duty Yokohama National UniversityInstitute of Advanced Sciences Specially Appointed Assistant Professor
Research Areas 【 display / non-display 】
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Informatics / Intelligent informatics
Books 【 display / non-display 】
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Deep Learning for Biomedical Applications
Panca Dewi Pamungkasari, Kento Uchida, Shota Saito, Filbert H. Juwono, Ita Fauzia Hanoum, Shinichi Shirakawa（ Role： Contributor , Embryo Grade Prediction for In-Vitro Fertilization）
CRC Press （ ISBN:9780367855611 ）
Total pages：364 Responsible for pages：21-40 Language：English Book type：Scholarly book
Papers 【 display / non-display 】
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Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm
Ryoki Hamano, Kento Uchida, Shinichi Shirakawa, Daiki Morinaga, Youhei Akimoto
Evolutionary Computation 2024.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://arxiv.org/pdf/2407.07388
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Uchida Kento, Sakata Genki, Watari Tetsushi, Yamakita Yuta, Shirakawa Shinichi
KNOWLEDGE-BASED SYSTEMS 258 2022.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
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Uchida Kento, Shirakawa Shinichi, Akimoto Youhei
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 24 ( 6 ) 1035 - 1049 2020.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
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OnDeFog: Online Decision Transformer under Frame Dropping
Daiki Yotsufuji, Kenta Nishihara, Shoma Shimizu, Kento Uchida, and Shinichi Shirakawa
Pacific Rim International Conference on Artificial Intelligence (PRICAI 2025) 2026.4 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift
Keisuke Sugawara, Kento Uchida, and Shinichi Shirakawa
Pacific Rim International Conference on Artificial Intelligence (PRICAI 2025) 2026.4 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Review Papers 【 display / non-display 】
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高速、高性能、高ロバストなニューラルネットワーク構造の自動設計手法「ASNG-NAS」
内田絢斗, 秋本洋平, 白川真一, 吉成望, 斉藤翔汰, 西田昂平
画像ラボ 28 - 34 2020.4
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (trade magazine, newspaper, online media) Single Work
Awards 【 display / non-display 】
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EvoCOP Best Paper Nomination
2026.4 26th European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP) Weight Adaptation for Improving Parallel Performance of Adaptive Stochastic Natural Gradient
Individual or group name of awards：Yutaro Yamada, Kento Uchida and Shinichi Shirakawa
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SSI Excellent Presentation Award
2025.11
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GECCO 2025 Best Paper Nomination of ENUM Track
2025.7 The Genetic and Evolutionary Computation Conference (GECCO) CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables
Individual or group name of awards：Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa
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IEEE CIS Japan Chapter Young Researcher Award
2023.12 進化計算学会 Safe OptimizationのためのCMA-ESの提案
Individual or group name of awards：内田 絢斗, 濱野 椋希, 野村 将寛, 斉藤 翔汰, 白川 真一
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進化計算シンポジウム2022 プレゼンテーション賞
2022.12 進化計算学会 評価値への影響を持たない次元を含む高次元最適化問題のためのCMA-ESの改良
Individual or group name of awards：内田 絢斗, 山口 哲平, 白川 真一
Grant-in-Aid for Scientific Research 【 display / non-display 】
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ベイズ推定を用いた確率モデルに基づくBlack-Box最適化法の転移的初期化法の開発
Grant number：24K20857 2024.4 - 2027.3
Grant-in-Aid for Early-Career Scientists
Investigator(s)：内田 絢斗
Authorship：Principal investigator Grant type：Competitive
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確率モデルに基づくBlack-Box最適化フレームワークの理論解析とその応用 研究課題
Grant number：20J23664 2020.4 - 2023.3
Grant-in-Aid for JSPS Fellows
Investigator(s)：内田 絢斗
Authorship：Principal investigator Grant type：Competitive
Presentations 【 display / non-display 】
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学習率適応型 CMA-ES における重点サンプリングを用いたサンプル再利用手法の提案
河原畑 宏次, 内田 絢斗, 白川 真一, 秋本 洋平
第29回進化計算学会研究会
Event date： 2026.3
Language：Japanese Presentation type：Poster presentation
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制約付き最適化のためのCMA-ESに対する次元別有効度の推定機構の導入と評価
中川 遥仁, 内田絢斗, 白川 真一
進化計算シンポジウム2025
Event date： 2025.12
Language：Japanese Presentation type：Poster presentation
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鋭い関数形状をもつ高次元最適化問題のための階層的最適化手法の提案
濱田 蒼太, 内田 絢斗, 山田 裕太郎, 白川 真一
進化計算シンポジウム2025
Event date： 2025.12
Language：Japanese Presentation type：Poster presentation
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Safe Optimizationのためのバイナリ最適化法の提案
内田 絢斗, 濱野 椋希, 野村 将寛, 白川 真一
進化計算シンポジウム2025
Event date： 2025.12
Language：Japanese Presentation type：Poster presentation
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文脈付きカテゴリ変数最適化のためのWarm Startingの提案
関野 裕太, 内田 絢斗, 白川 真一
進化計算シンポジウム2025
Event date： 2025.12
Language：Japanese Presentation type：Poster presentation
Charge of on-campus class subject 【 display / non-display 】
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2026 Introductory Exercises in Information Engineering
College of Engineering Science
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2026 Applied Information Engineering I
College of Engineering Science
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2026 Laboratory for Electrical and Computer Engineering
College of Engineering Science
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2026 Basis and Practice of Data Science
College of Engineering Science
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2026 Basic and Practice of Artificial Intelligence
College of Engineering Science