Tensor Ring Decomposition: Optimization Landscape and One-loop Convergence of Alternating Least Squares
2020
In this work, we study the tensor ring decomposition and its associated numerical algorithms. We establish a sharp transition of algorithmic difficulty of the optimization problem as the bond dimen...
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