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Consecutive Preferential Bayesian Optimization

Published in arXiv (Cornell University) • Nov 7, 2025
Authors:
Aras Erarslan
,
Carlos Sevilla Salcedo
,
Ville Tanskanen

Abstract

Preferential Bayesian optimization allows optimization of objectives that are either expensive or difficult to measure directly, by relying on a minimal number of comparative evaluations done by a human expert. Generating candidate solutions for evaluation is also often expensive, but this cost is i...

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