Hilbert space Gaussian process approximations enable closed-form IMSE acquisition functions with non-asymptotic error bounds for faster and more accurate sequential designs.
Replication or exploration? Sequential design for stochastic simulation experiments
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.ST 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Fast and Provably Accurate Sequential Designs using Hilbert Space Gaussian Processes
Hilbert space Gaussian process approximations enable closed-form IMSE acquisition functions with non-asymptotic error bounds for faster and more accurate sequential designs.