国際会議 Parallel Problem Solving from Nature (PPSN 2024) に3件の論文が採択され，関野さん（M1），濱野さん（修了生・サイバーエージェント），内田助教が発表を行いました．
- Yuta Sekino, Kento Uchida, and Shinichi Shirakawa, Warm Starting of CMA-ES for Contextual Optimization Problems, 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Hagenberg, Austria, September 14-18, 2024. [DOI]
- 文脈付き最適化のためのCMA-ESの初期化法の提案
- Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, and Shinichi Shirakawa, CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points, 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Hagenberg, Austria, September 14-18, 2024. [DOI] [arXiv]
- 点集合上の設計変数を含む最適化問題に対するCMA-ESの改良
- Ryoki Hamano, Shinichi Shirakawa, and Masahiro Nomura, Natural Gradient Interpretation of Rank-One Update in CMA-ES, 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Hagenberg, Austria, September 14-18, 2024. [DOI] [arXiv]
- CMA-ESのrank one updateの自然勾配による解釈と拡張手法の提案