Consistency of Learned Sparse Grid Quadrature Rules using NeuralODEs

Hanno Gottschalk, Emil Partow, Tobias J. Riedlinger

We prove consistency of a recently proposed scheme that evaluates expected values by composing a learned transport map with Clenshaw--Curtis sparse-grid quadrature on a tractable p…