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Acquisition for Spherical-Linear Bayesian Optimization on the Cube

arXiv:2610.32628v1 Announce Type: new Abstract: Recent work demonstrated that executing Bayesian Optimization (BO) using simply a linear surrogate with a clever transformation is enough to approximate the performance of the standard Gaussian-Process (GP) based version on high-dimensional test funct…

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  1. 2026-10-26 04:00 · arXiv stat.ML
    Acquisition for Spherical-Linear Bayesian Optimization on the Cube

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