#machine learning
Oct 2025
Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization
This analysis clarifies metric shaping and retraining choices critical for scalable latent-space BO, combining SDR with VAE-based LSBO and demonstrates the effectiveness of VAE-based BO for nonlinear low-dimensional structures.
Luo Long, C. Cartis, Paz Fink Shustin
· arXiv.org · 0 citations