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How much overparameterization does ALS need for tensor decomposition?
Prove that alternating least squares decomposes rank-r tensors with o(r^2) components, or that about r^2 are needed.
Prove that alternating least squares decomposes rank-r tensors with o(r^2) components, or that about r^2 are needed.