Tensor ring decomposition proposes a novel method for efficiently representing high-dimensional data. This factorization technique utilizes the underlying structure of tensors, enabling the representation in large datasets with substantially reduced memory footprint. Utilizing this {decomposition|, it becomes feasible to conduct complex tensor calc

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