Acquisition for Spherical-Linear Bayesian Optimization on the Cube

arXiv:2610.32628 · stat.ML, cs.LG, stat.CO · Submitted 2026-10-23 · Read on arXiv

stat.ML, cs.LG, stat.CO

Submitted: 2026-10-23

Updated: 2026-10-23

Terminology

• Bayesian Optimization — 1× in this paper · explained in 3 episodes

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• Scalable Posterior Uncertainty for Flexible Density-Based Clustering
• A Transport Geometry of Benign Overfitting
• Efficient quadratic entropy with distance sketches