A Bayesian framework jointly estimates an orthonormal input projection and a GP/DGP surrogate, propagating projection uncertainty into predictions.
SIAM/ASA Journal on Uncertainty Quantification , volume =
1 Pith paper cite this work, alongside 39 external citations. Polarity classification is still indexing.
1
Pith paper citing it
39
external citations · OpenAlex
fields
stat.ML 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A Bayesian Framework for Built-in Input Dimension Reduction for Gaussian Process Modeling
A Bayesian framework jointly estimates an orthonormal input projection and a GP/DGP surrogate, propagating projection uncertainty into predictions.