Tensor Ring Decomposition for High-Dimensional Data Analysis
Tensor ring decomposition provides a powerful framework for analyzing high-dimensional data. This technique factorizes a multi-way array, also known as a tensor, into a sum of smaller tensors with specific structural properties. By exploiting the low-rank structure of tensors, tensor ring decomposition diminishes the dimensionality of the data whil