池田 春之介 Shunnosuke Ikeda

Curriculum Vitae

所属

筑波大学 システム情報系 助教

職歴

学歴

受賞

研究助成

所属学会

• 日本オペレーションズ・リサーチ学会 (2022 - 現在)

担当授業

• データサイエンス (2025 - 現在)
• 前期プロジェクト研究 (2025 - 現在)
• 情報メディア特別演習I / II (2025 - 現在)

Publications

Preprint

• M. Shiina, S. Ikeda, and Y. Takano. Buffered auc maximization for scoring systems via mixed-integer optimization arXiv preprint arXiv:2601.05544, 2026. arXiv
• H. Suzuki, S. Ikeda, and Y. Takano. Interpretable clustering via optimal multiway-split decision trees arXiv preprint arXiv:2602.13586, 2026. arXiv
• S. Ikeda and K. Shinagawa. Impossibility results of card-based protocols via mathematical optimization arXiv preprint arXiv:2509.17595, 2025. arXiv
• M. Inokuma, S. Ikeda, and Y. Takano. Estimating profitable price bounds for prescriptive price optimization arXiv preprint arXiv:2508.15248, 2025. arXiv

査読つき学術誌論文

• 深谷悠人 et al. 最適多分木による解釈可能な市場細分化 オペレーションズ・リサーチ：経営の科学, vol. 71, no. 2, pp. 61–69, 2026.
• S. Ikeda, N. Nishimura, N. Sukegawa, and Y. Takano. Robust personalized pricing under uncertainty of purchase probabilities EURO Journal on Computational Optimization, p. 100114, 2025. DOI
• S. Ikeda, N. Nishimura, and S. Umetani. Interpretable price bounds estimation with shape constraints in price optimization The Review of Socionetwork Strategies, vol. 19, no. 1, pp. 49–68, 2025. DOI
• D. Ikuma, S. Ikeda, N. Sukegawa, and Y. Takano. Container pre-marshalling problem minimizing CV@R under uncertainty of ship arrival times Journal of Japan Industrial Management Association, vol. 75, no. 4E, pp. 172–182, 2025. arXiv
• T. Yanagi, S. Ikeda, N. Sukegawa, and Y. Takano. Privacy-preserving recommender system using the data collaboration analysis for distributed datasets PLOS ONE, vol. 20, no. 4, e0319954, 2025. DOI
• 菊池明飛 et al. 最適モデル多分木による価格需要曲線の推定 オペレーションズ・リサーチ：経営の科学, vol. 70, no. 2, pp. 61–68, 2025.
• S. Ikeda, N. Nishimura, N. Sukegawa, and Y. Takano. Prescriptive price optimization using optimal regression trees Operations Research Perspectives, vol. 11, p. 100290, 2023. DOI
• 池田春之介, 朝倉希美, 西村直樹, and 高野祐一. 構造的正則化処方分析による旅行パックの価格最適化 オペレーションズ・リサーチ：経営の科学, vol. 68, no. 9, pp. 485–490, 2023.
• S. Ikeda, S. Kusuhara, A. Takeda, and H. Ohmori. Scalable optimization approach of optimal pv sizing problem for minimizing network loss and inverter loss Transactions of the Institute of Systems, Control and Information Engineers, vol. 33, no. 8, pp. 229–241, 2020. DOI
• S. Ikeda and H. Ohmori. Evaluation for maximum hosting capacity of distributed generation considering active network management International Journal of Electrical Electronic Engineering & Telecommunications, vol. 7, no. 3, pp. 96–102, 2018. DOI

査読つき会議録論文

• Y. Uehara et al. Fast solution to the fair ranking problem using the sinkhorn algorithm Pacific Rim International Conference on Artificial Intelligence, pp. 207–215, 2024.
• T. Yanagi, S. Ikeda, and Y. Takano. Robust portfolio optimization for recommender systems considering uncertainty of estimated statistics Pacific Rim International Conference on Artificial Intelligence, pp. 429–440, 2024.
• S. Ikeda, N. Nishimura, and S. Umetani. Operating range estimation for price optimization 2023 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 31–36, 2023.
• S. Ikeda, A. Takeda, and H. Ohmori. Optimal sizing of photovoltaic systems for loss minimization in distribution network 2018 SICE International Symposium on Control Systems (SICE ISCS), pp. 185–192, 2018.
• S. Ikeda and H. Ohmori. Optimization-based analysis for residential PV spreading considering non-residential PV allocation in distribution networks 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), pp. 1228–1233, 2017.

研究室情報 (Lab)

所属研究室： AIMS Lab（応用数理システム研究室）
連携研究室： 高野研究室