  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.
