TENSOR RING DECOMPOSITION FOR EFFICIENT DATA REPRESENTATION

Tensor ring decomposition presents a novel approach for effectively representing high-dimensional data. This decomposition technique utilizes the intrinsic structure of tensors, enabling the representation as large datasets with substantially reduced memory consumption. Utilizing this {decomposition|, it becomes feasible to conduct complex tensor c