ホーム > 秋本洋平/ Akimoto, Yohei

秋本洋平

Akimoto, Yohei

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

https://www.bbo.cs.tsukuba.ac.jp/

https://sites.google.com/site/youheiakimotospage/

オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。

121. Generalized drift analysis in continuous domain: linear convergence of (1 + 1)-ES on strongly convex functions with Lipschitz continuous gradients. Daiki Morinaga; Youhei Akimoto
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms(FOGA) 13 (2019) Semantic Scholar
122. Adaptive ranking based constraint handling for explicitly constrained black-box optimization. Naoki Sakamoto; Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference(GECCO) 700 (2019) Semantic Scholar
123. CMA-ES and advanced adaptation mechanisms. Youhei Akimoto; Nikolaus Hansen
Proceedings of the Genetic and Evolutionary Computation Conference Companion 837 (2019) Semantic Scholar
124. Adaptive objective selection for multi-fidelity optimization. Youhei Akimoto; Takuma Shimizu; Takahiro Yamaguchi
Proceedings of the Genetic and Evolutionary Computation Conference(GECCO) 880 (2019) Semantic Scholar
125. Well placement optimization under geological statistical uncertainty. Atsuhiro Miyagi; Youhei Akimoto; Hajime Yamamoto
Proceedings of the Genetic and Evolutionary Computation Conference(GECCO) 1284 (2019) Semantic Scholar
126. エッジコンピューティングのための高次元ブラックボックス最適化技術秋本,洋平
Journal of The Society of Instrument and Control Engineers 58: 689 (2019)
127. 貢献度分配を導入した方策勾配によるNeural Architecture Searchの高速化佐藤, 怜; 秋本, 洋平; 佐久間, 淳
Proceedings of the Annual Conference of JSAI 2019: 2P3J202 (2019)
128. 地質の不確実性を考慮した井戸配置最適化宮城, 充宏; 山本, 肇; 秋本, 洋平
進化計算シンポジウム2018 (2018)
129. 凸二次関数におけるCovariance Matrix Adaptation Evolution Strategyの有限サンプル解析内田, 絢斗; 白川, 真一; 秋本, 洋平
進化計算シンポジウム2018 (2018)
130. 非明示制約付きブラックボックス最適化のための目的関数および制約関数の単調変換に対して不変な制約対処法千松, 英治; 伊藤, 功樹; 阪本, 直気; 田中, 清秋本, 洋平
進化計算シンポジウム2018 (2018)
131. NeuroEvolutionにおけるトポロジー更新の悪影響の実験的考察とNeuroEvolution with Incremental Topologiesの提案依田, 周; 大橋, 響太郎; Aguirre, Hernan; 秋本, 洋平
進化計算シンポジウム2018 (2018)
132. 進化計算による最適化の実時間短縮を目的とした精度と計算時間の異なる複数のシミュレータの適応的切替戦略清水, 卓麻; 山口, 貴大; 田中清; 秋本, 洋平
計測自動制御学会システム・情報部門学術講演会 2018 (2018)
133. 進化計算のための拡張ラグランジュ制約対処法の考察伊藤, 功樹; 阪本, 直気; 田中清; 秋本, 洋平
計測自動制御学会システム・情報部門学術講演会 2018 (2018)
134. Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution: Toward Finite-Sample Analysis on Convex Quadratic Functions Uchida, Kento; 秋本, 洋平; Shirakawa, Shinichi
2018 JPNSEC International Workshop on Evolutionary Computation 102 (2018)
135. Direct-current electric invisibility through topology optimization Garuda Fujii; Youhei Akimoto; Masayuki Takahashi
Journal of Applied Physics 123: 233102 (2018) Semantic Scholar
136. CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks Garuda Fujii; Masayuki Takahashi; Youhei Akimoto
Computer Methods in Applied Mechanics and Engineering 332: 624 (2018) Semantic Scholar
137. Exploring optimal topology of thermal cloaks by CMA-ES Garuda Fujii; Youhei Akimoto; Masayuki Takahashi
Applied Physics Letters 112: 061108 (2018) Semantic Scholar
138. Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling. Shinichi Shirakawa; Yasushi Iwata; Youhei Akimoto
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational 4074 (2018)
139. A note on the CMA-ES for functions with periodic variables. Takahiro Yamaguchi; Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 227 (2018) Semantic Scholar
140. Drift theory in continuous search spaces: expected hitting time of the (1 + 1)-ES with 1/5 success rule. Youhei Akimoto; Anne Auger; Tobias Glasmachers
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018 801 (2018) Semantic Scholar

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書籍等出版物情報はまだありません。

1. Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift Fujikawa, Mitsuhiro; Akimoto, Youhei; Sakuma, Jun; Fukuchi, Kazuto
The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025)
2. Sign-Averaging Covariance Matrix Adaptation Evolution Strategy Morinaga, Daiki; AKIMOTO, Yohei
Genetic and Evolutionary Computation Conference (GECCO ’24)
3. Analysis of Search Space Design for Neural Architecture Search with Weight Sharing AKIMOTO, Yohei; Shirakawa, Shinichi
International Joint Conference on Neural Networks
4. Stepwise Alignment for Constrained Language Model Policy Optimization Wachi, Akifumi; Tran, Thien Q.; Sato, Rei; Tanabe, Takumi; AKIMOTO, Yohei
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
5. Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift Fujikawa, Mitsuhiro; Akimoto, Youhei; Sakuma, Jun; Fukuchi, Kazuto
The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025)
6. Feature selection based on cluster assumption in PU learning Uchikoshi, Motonobu; AKIMOTO, Yohei
Genetic and Evolutionary Computation Conference (GECCO ’25)
7. CMA-ES with Individual Adaptive Reevaluation for Black Box Value-At-Risk Optimization Ng, Ze Kai; Morinaga, Daiki; AKIMOTO, Yohei
Genetic and Evolutionary Computation Conference (GECCO ’25)
8. Challenges of Interaction in Optimizing Mixed Categorical-Continuous Variables AKIMOTO, Yohei; Gao, Xilin; Ng, Ze Kai; Morinaga, Daiki
Genetic and Evolutionary Computation Conference (GECCO ’25)
9. 一般和確率ゲームにおける定常Stackelberg均衡のための方策反復法工藤, ミコト; 秋本, 洋平
2024年度人工知能学会全国大会（第38回）
10. 連続値ブラックボックス最適化アルゴリズム(1+1)-ESの強凸かつリプシッツ平滑な目的関数における収束速度の理論的評価森永, 大貴; 福地, 一斗; 佐久間, 淳; 秋本, 洋平
2024年度人工知能学会全国大会（第38回）
11. WRA-CMA-ESの並列実行時の非効率性の分析とその解決策の検討菊地信志; 江戸陽向; 宮城充宏; 秋本, 洋平
計測自動制御学会システム・情報部門学術講演会 2024
12. Individual Monte Carlo sample size adaptation using Bootstrapping for black box Value-at-Risk optimization with Evolution Strategies Kai, Ng Ze; Daiki, Morinaga; 秋本, 洋平
計測自動制御学会システム・情報部門学術講演会 2024
13. Prioritized Level Replay のカリキュラムラーニングとしての性能評価河上幸樹; 秋本, 洋平
計測自動制御学会システム・情報部門学術講演会 2024
14. 連続値制御強化学習における行動方策と評価用方策の分離齊藤, 啓太; 秋本, 洋平
第37回自律分散システム・シンポジウム
15. Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift Fujikawa, Mitsuhiro; Akimoto, Youhei; Sakuma, Jun; Fukuchi, Kazuto
Workshop of Mathematics of Modern Machine Learning (M3L) (at The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024))
16. Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification Tanabe, Takumi; Sato, Rei; Fukuchi, Kazuto; Sakuma, Jun; Akimoto, Yohei
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
17. Trade-off Between Robustness and Worst-Case Performance in Min-Max Optimization Edo, Hinata; Miyauchi, Yoshiki; Maki, Atsuo; Akimoto, Yohei
Genetic and Evolutionary Computation Conference (GECCO ’23)
18. CMA-ES with Learning Rate Adaptation: Can CMA-ES with Default Population Size Solve Multimodal and Noisy Problems? Nomura, Masahiro; Akimoto, Yohei; Ono, Isao
Genetic and Evolutionary Computation Conference (GECCO ’23)
19. Privformer: Privacy-preserving Transformer with MPC Akimoto, Yoshimasa; Fukuchi, Kazuto; Akimoto, Yohei; Sakuma, Jun
2023 8th IEEE European Symposium on Security and Privacy (EuroSP)
20. 操縦性能モデリング自動化のための港内操船の動的モデル宮内, 新喜; 秋本, 洋平; 梅田, 直哉; 牧, 敦生
令和4年日本船舶海洋工学会秋季講演会