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7 Pith papers cite this work. Polarity classification is still indexing.

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ORTHOBO: Orthogonal Bayesian Hyperparameter Optimization

cs.LG · 2026-05-07 · unverdicted · novelty 5.0

OrthoBO introduces an orthogonal acquisition estimator subtracting an optimally weighted score-function control variate to reduce Monte Carlo variance, preserve the acquisition target, and improve ranking stability in Bayesian hyperparameter optimization.

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