An adaptive-kappa, uncertainty-penalized GP-UCB is claimed to outperform fixed-parameter baselines, but the supporting theory is sketched and the empirical evidence is not shipped.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Adaptive Parameter Optimization in Gaussian Processes: A Comprehensive Study of Uncertainty Quantification and Dimensional Scaling
An adaptive-kappa, uncertainty-penalized GP-UCB is claimed to outperform fixed-parameter baselines, but the supporting theory is sketched and the empirical evidence is not shipped.