MTRBO uses multiple adaptive trust regions within Gaussian process Bayesian optimization to balance exploitation near good points and exploration in uncertain regions, with a proven global convergence guarantee and better benchmark results than prior trust-region BO methods.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
MTRBO: Multiple trust-region based Bayesian optimization
MTRBO uses multiple adaptive trust regions within Gaussian process Bayesian optimization to balance exploitation near good points and exploration in uncertain regions, with a proven global convergence guarantee and better benchmark results than prior trust-region BO methods.