Optimal design for kernel interpolation: Applications to uncertainty …
· A novel and comprehensive numerical algorithm to find optimal design points for kernel interpolation, with or without gradient evaluations, is proposed. •. The selection strategy only involves linear algebra, and essentially amounts to Cholesky-type decompositions for the design matrix. •.