research
∙
01/28/2023
PROTES: Probabilistic Optimization with Tensor Sampling
We develop new method PROTES for optimization of the multidimensional ar...
share
research
∙
09/29/2022
Optimization of Functions Given in the Tensor Train Format
Tensor train (TT) format is a common approach for computationally effici...
research
∙
08/05/2022
Black box approximation in the tensor train format initialized by ANOVA decomposition
Surrogate models can reduce computational costs for multivariable functi...
research
∙
06/08/2022
Constructive TT-representation of the tensors given as index interaction functions with applications
This paper presents a method to build explicit tensor-train (TT) represe...
research
∙
03/18/2021