Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition

Navjot Singh, Linjian Ma, Hongru Yang +1

Alternating least squares is the most widely used algorithm for CP tensor decomposition. However, alternating least squares may exhibit slow or no convergence, especially when high…