A Bayesian framework jointly estimates an orthonormal input projection and a GP/DGP surrogate, propagating projection uncertainty into predictions.
Concentrated matrix Langevin distributions
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
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.