@article{informationtheoreticbayesianoptimization, title = {Information-Theoretic Bayesian Optimization for Bilevel Optimization Problems}, author = {Takuya Kanayama and Yuki Ito and Tomoyuki Tamura and Masayuki Karasuyama}, year = {2025}, eprint = {2509.21725}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.21725}, }