Efficient QR-Based CP Decomposition Acceleration via Restructured Dimension Tree and Customized Extrapolation

Wenchao Xie, Jiawei Xu, Zheng Peng +1

The canonical polyadic (CP) decomposition is one of the most widely used tensor decomposition techniques. The conventional CP decomposition algorithm combines alternating least squ…