A Sampling-Based Method for Tensor Ring Decomposition

                      Osman Asif Malik 1 Stephen Becker 1

             Abstract                 that each have strengths and weaknesses (Kolda & Bader,
                                 2009). The number of parameters in the CP decomposition
   We propose a sampling-based method for com-         scales linearly with the tensor dimension, but finding a good
   puting the tensor ring (TR) decomposition of a        decomposition numerically can ...