TENSOR RING DECOMPOSITION FOR EFFICIENT DATA REPRESENTATION

Tensor ring decomposition offers a novel approach for effectively representing high-dimensional data. This transformation technique utilizes the underlying structure of tensors, allowing the representation as large datasets with substantially reduced memory usage. Through this {decomposition|, it becomes feasible to conduct complex tensor calculati