@article{boidshighdimensionalbayesianoptimization, title = {BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace Embeddings}, author = {Lam Ngo and Huong Ha and Jeffrey Chan and Hongyu Zhang}, year = {2024}, eprint = {2412.12918}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.12918v1}, }