Bernstein Concentration Inequalities for Tensors via Einstein Products

02/08/2019
by   Z. Luo, et al.
0

A generalization of the Bernstein matrix concentration inequality to random tensors of general order is proposed. This generalization is based on the use of Einstein products between tensors, from which a strong link can be established between matrices and tensors, in turn allowing exploitation of existing results for the former.

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