214 research outputs found
A new convergence proof for the higher-order power method and generalizations
A proof for the point-wise convergence of the factors in the higher-order
power method for tensors towards a critical point is given. It is obtained by
applying established results from the theory of \L{}ojasiewicz inequalities to
the equivalent, unconstrained alternating least squares algorithm for best
rank-one tensor approximation
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