A unified Bayesian framework based on derivative matching shows that diverse Gaussian process methods for differential equations are instances of a common probabilistic structure.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.NA 1years
2026 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
A unified perspective of Gaussian process approximation for differential equations
A unified Bayesian framework based on derivative matching shows that diverse Gaussian process methods for differential equations are instances of a common probabilistic structure.