Xiaofeng Hu

Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware

Tensors, as the multidimensional generalization of matrices, are naturally suited for representing and processing high-dimensional data. To date, tensors have been widely adopted in various data-intensive applications, such as machine learning and big data analysis. However, due to the inherent larg…