TENSOR RING DECOMPOSITION FOR EFFICIENT DATA REPRESENTATION

Tensor ring decomposition offers a novel technique for optimally representing high-dimensional data. This transformation technique exploits the underlying structure of tensors, enabling the representation of large datasets with significantly reduced memory usage. Through this {decomposition|, it becomes possible to conduct complex tensor operations