@inproceedings{ijcai2026p527, title = {Automated Random Embedding for Practical Bayesian Optimization with Unknown Effective Dimension}, author = {Qian, Hong and Shu, Xiang and Xia, Xiang and Liu, Xuhui and Fu, Yangde and Liang, Bei and Wang, Huibin and Dou, Liang}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {4732--4740}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/527}, url = {https://doi.org/10.24963/ijcai.2026/527}, }