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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 |
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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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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Warm Starting of CMA-ES for Contextual Optimization Problems
Yuta Sekino, Kento Uchida, Shinichi Shirakawa
Problem Solving from Nature – PPSN XVIII. PPSN 2024 2024.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points
Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
Problem Solving from Nature – PPSN XVIII. PPSN 2024 2024.9 [Reviewed]
Authorship：Lead author, Corresponding author Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions
Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion 2024.8 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Single 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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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
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Best Poster Award in 2018 JPNSEC International Workshop on Evolutionary Computation
2018.8 進化計算学会 Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution: Toward Finite-Sample Analysis on Convex Quadratic Functions
Individual or group name of awards：Kento Uchida, Youhei Akimoto, Shinichi Shirakawa
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
Charge of on-campus class subject 【 display / non-display 】
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2024 Computer Architecture
College of Engineering Science
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2024 Laboratory for Electrical and Computer Engineering
College of Engineering Science