arxivmath.NAcs.CEstat.ML2026-07-07
A unified perspective of Gaussian process approximation for differential equations
The use of Gaussian processes for approximating differential equations has expanded rapidly, leading to a growing, diverse, and fragmented body of numerical methods. We present a unified Bayesian perspective that places these techniques within a common probabilistic framework, ba…