Black box approximation in the tensor train format initialized by ANOVA decomposition

Andrei Chertkov, Gleb Ryzhakov, Ivan Oseledets

Surrogate models can reduce computational costs for multivariable functions with an unknown internal structure (black boxes). In a discrete formulation, surrogate modeling is equiv…