Tensor Ring Decomposition for Efficient Data Representation
Tensor ring decomposition presents a novel technique for optimally representing high-dimensional data. This decomposition technique exploits the latent structure of tensors, permitting the representation in large datasets with significantly reduced memory footprint. Through this {decomposition|, it becomes feasible to execute complex tensor operati