ホーム > 秋本洋平/ Akimoto, Yohei

秋本洋平

Akimoto, Yohei

システム情報系 , 教授
Institute of Systems and Information Engineering , 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。

21. Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search Daiki Morinaga; Youhei Akimoto
IEEE Transactions on Evolutionary Computation (2024)
22. Convergence Rate of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions Daiki Morinaga; Kazuto Fukuchi; Jun Sakuma; Youhei Akimoto
IEEE Transactions on Evolutionary Computation (2024)
23. Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm. Ryoki Hamano; Kento Uchida; Shinichi Shirakawa; Daiki MorinagaYouhei Akimoto
CoRR abs/2407.07388: (2024) Semantic Scholar
24. Analysis of Surrogate-Assisted Information-Geometric Optimization Algorithms Akimoto, Yohei
Algorithmica 86: 33 (2024)
25. マルチタスク学習における隠れたタスクに対する敵対的攻撃永池, 礼; 西山, 大輝; 秋本, 洋平; 福地, 一斗佐久間, 淳
暗号と情報セキュリティシンポジウム予稿集 SCIS2024: (2024)
26. neighbor-transfer-exponentを通した非絶対連続分布間の共変量シフト下での分類誤差解析藤川, 光浩; 秋本, 洋平; 佐久間, 淳; 福地, 一斗
電子情報通信学会技術研究報告 (信学技報) 123: 58 (2023)
27. Collision probability reduction method for tracking control in automatic docking/berthing using reinforcement learning Kouki Wakita; Youhei Akimoto; Dimas M. Rachman; Yoshiki MiyauchiAtsuo Maki
Journal of Marine Science and Technology 28: 844 (2023) Semantic Scholar
28. 物理的に実現可能な特徴をトリガーとしたクリーンラベルバックドア攻撃大磯, 秀幸; 福地, 一斗; 秋本, 洋平; 佐久間, 淳
コンピュータセキュリティシンポジウム論文集 CSS2023: 1219 (2023)
29. ATNAS: Automatic Termination for Neural Architecture Search Sakamoto, Kotaro; Ishibashi, Hideaki; Sato, Rei; Shirakawa, Shinichi (+1 著者) Hino, Hideitsu
Neural Networks 166: 446 (2023) Semantic Scholar
30. Statistically Significant Pattern Mining With Ordinal Utility Thien Q. Tran; Kazuto Fukuchi; Youhei Akimoto; Jun Sakuma
IEEE Transactions on Knowledge and Data Engineering 35: 8770 (2023) Semantic Scholar
31. Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs Xu, Kaiwen; Fukuchi, Kazuto; Akimoto, Youhei; Sakuma, Jun
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23 519 (2023) Semantic Scholar
32. Trade-off Between Robustness and Worst-Case Performance in Min-Max Optimization Hinata Edo; Yoshiki Miyauchi; Atsuo Maki; Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference 1339 (2023) Semantic Scholar
33. CMA-ES with Learning Rate Adaptation: Can CMA-ES with Default Population Size Solve Multimodal and Noisy Problems? Nomura, Masahiro; Akimoto, Yohei; Ono, Isao
GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference 839 (2023)
34. Privformer: Privacy-preserving Transformer with MPC Akimoto, Yoshimasa; Fukuchi, Kazuto; Akimoto, Youhei; Sakuma, Jun
2023 IEEE 8th European Symposium on Security and Privacy 392 (2023) Semantic Scholar
35. Covariance Matrix Adaptation Evolutionary Strategy with Worst-Case Ranking Approximation for Min–Max Optimization and its Application to Berthing Control Tasks Miyagi, Atsuhiro; Miyauchi, Yoshiki; Maki, Atsuo; Fukuchi, Kazuto (+1 著者) Akimoto, Yohei
ACM Transactions on Evolutionary Learning and Optimization 3: 1 (2023)
36. 船舶操縦運動の動的モデルのパラメータ同定におけるデータ拡張手法脇田, 康希; 宮内, 新喜; 秋本, 洋平; 牧, 敦生
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers 39 (2023)
37. CARMAプロセスによる不規則波、グリムの有効波及び波浪強制力の同時生成法牧, 敦生; 丸山, 湧生; 秋本, 洋平; Leo, Dostal
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers 397 (2023)
38. 精度劣化を伴わない特定クラスの再現率改善のための分類器学習西山, 大輝; 福地, 一斗; 秋本, 洋平; 佐久間, 淳
人工知能学会全国大会論文集 JSAI2023: (2023)
39. コンセプトをトリガーとしたステルス性の高いバックドア攻撃大磯, 秀幸; 福地, 一斗; 秋本, 洋平; 佐久間, 淳
人工知能学会全国大会論文集 JSAI2023: (2023)
40. ノックオフによる画像分類器の統計的有意なコンセプトに基づく説明 XU, KAIWEN; 福地, 一斗; 秋本, 洋平; 佐久間, 淳
人工知能学会全国大会論文集 JSAI2023: (2023)

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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, Yohei; Sakuma, Jun; Fukuchi, Kazuto
The 28th International Conference on Artificial Intelligence and Statistics
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, Yohei; Sakuma, Jun; Fukuchi, Kazuto
The 28th International Conference on Artificial Intelligence and Statistics
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