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01/28/2023
PROTES: Probabilistic Optimization with Tensor Sampling
We develop new method PROTES for optimization of the multidimensional ar...
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09/29/2022
Optimization of Functions Given in the Tensor Train Format
Tensor train (TT) format is a common approach for computationally effici...
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08/05/2022
Black box approximation in the tensor train format initialized by ANOVA decomposition
Surrogate models can reduce computational costs for multivariable functi...
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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...
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03/18/2021
